#Image Recognition Market analysis
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Image Recognition Market Size, Share And Trends Analysis Report
The global image recognition market size is expected to reach USD 128.3 billion by 2030, registering a CAGR of 12.8% from 2024 to 2030, according to a new report by Grand View Research, Inc. Image processing and recognition have evolved with numerous powerful applications, such as security and surveillance, and medical imaging that have created a great value from a business perspective. Functions of figure identification, such as facial or object recognition, visual geolocation, barcode reading, and automated driver assistance, among other industrial automation-related functions, have demonstrated the versatility of this technology. When combined with AI, this technology has begun to create valuable growth opportunities in several verticals, such as gaming, social networking, and e-commerce. For instance, Twitter and Facebook, two major platforms in the world of social networking, have benefited from the technology in terms of audience engagement as they have created a more connected experience by encouraging users to share images and tag their friends.
The advent of digital cameras, particularly cameras built into smartphones, has led to an exponential growth in the volume of digital content in the form of images and videos. A vast amount of visual and digital data is being captured and shared through several applications, websites, social networks, and other digital channels. Several businesses have leveraged this online content to deliver better and smarter services to their customers, with the use of digital image processing. For instance, in October 2019, SnapPay Inc., a U.S. based payment platform provider, has launched facial recognition payment technology in the North America region. By using this thechnology in its payment solution, the company has aimed at allowing its customers a new level of convenience for payments at retail outlets.
Gather more insights about the market drivers, restrains and growth of the Image Recognition Market
Image Recognition Market Report Highlights
• Facial recognition dominated the market and accounted for the largest revenue share of 22.5% in 2023. The increasing demand for enhanced security measures across various industries, such as government, banking, and retail, has significantly contributed to the dominance of facial recognition systems.
• The service segment led the market and accounted for the largest revenue share of 39.1% in 2023. The service segment offers tailored image recognition solutions that can be customized to meet the specific needs of businesses across various industries.
• The cloud segment held the largest market revenue share of 71.6% in 2023. The rise in the cloud-based market is due to its greater use in industries needing centralized monitoring, such as BFSI, media, government, and entertainment.
• The retail & e-commerce segment dominated the market with a share of 21.0% in 2023. E-commerce websites prioritize content management to enhance their product offerings and boost sales.
• The marketing & advertising segment held the largest market share of 29.6% in 2023. Many businesses adopted technology with advanced advertising, customer interaction, and branding to improve their marketing activities.
• North America image recognition market dominated the global market and accounted for the largest revenue share of 34.0% in 2023. The rise in the market is due to the growing inclusion of AI and mobile computing in online shopping and e-commerce industries.
Image Recognition Market Segmentation
Grand View Research has segmented global image recognition market report based on, technique, component, deployment mode, vertical, application, and region:
Image Recognition Technique Outlook (Revenue, USD Million, 2018 - 2030)
• QR/ Barcode Recognition
• Object Recognition
• Facial Recognition
• Pattern Recognition
• Optical Character Recognition
Image Recognition Component Outlook (Revenue, USD Million, 2018 - 2030)
• Hardware
• Software
• Service
o Managed
o Professional
o Training, Support, and Maintenance
Image Recognition Deployment Mode Outlook (Revenue, USD Million, 2018 - 2030)
• Cloud
• On-Premises
Image Recognition Vertical Outlook (Revenue, USD Million, 2018 - 2030)
• Retail & E-commerce
• Media & Entertainment
• BFSI
• Automobile & Transportation
• Telecom & IT
• Government
• Healthcare
• Others
Image Recognition Application Outlook (Revenue, USD Million, 2018 - 2030)
• Augmented Reality
• Scanning & Imaging
• Security & Surveillance
• Marketing & Advertising
• Image Search
Image Recognition Regional Outlook (Revenue, USD Million, 2018 - 2030)
• North America
o U.S.
o Canada
o Mexico
• Europe
o UK
o Germany
o France
• Asia Pacific
o China
o India
o Japan
o Australia
o South Korea
• Latin America
o Brazil
• Middle East and Africa (MEA)
o Saudi Arabia
o South Africa
o UAE
Order a free sample PDF of the Image Recognition Market Intelligence Study, published by Grand View Research.
#Image Recognition Market#Image Recognition Market Size#Image Recognition Market Share#Image Recognition Market Analysis#Image Recognition Market Growth
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Image Recognition Market 2030 Share, Revenue, Drivers, Trends and Influence Factors
The global image recognition market size was valued at USD 53.3 billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 13.4% from 2024 to 2030. This growth is attributed to the increasing volumes of image data, advancements in artificial intelligence (AI) and machine learning (ML), and the growing demand for automation across various sectors are pivotal. In addition,…
#Image Recognition Industry#Image Recognition Market Analysis#Image Recognition Market Growth#Image Recognition Market Trends
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The Business Research Company offers image recognition market research report 2023 with industry size, share, segments and market growth
#image recognition market trends#image recognition market analysis#image recognition market growth#image recognition market size#image recognition market share#image recognition market research#image recognition market report#image recognition market forecast#image recognition market opportunities#image recognition market overview#image recognition market#image recognition market demand
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♊️Gemini Mc in the each of the degrees🎭
If you have a Gemini Midheaven (MC), your career and public image are influenced by Gemini’s themes of communication, versatility, and intellectual curiosity. You may thrive in fields involving writing, media, technology, teaching, or sales.
• 0° Gemini (Gemini Point) – A natural communicator and intellectual. Could excel in media, journalism, or public speaking.
• 1° Gemini – Highly curious and adaptable. May pursue multiple careers or work in fast-paced industries.
• 2° Gemini – An engaging storyteller; could thrive in writing, publishing, or broadcasting.
• 3° Gemini – A quick thinker with a sharp mind. Prefers intellectually stimulating careers.
• 4° Gemini – Strong networking abilities. Success comes from making the right connections.
• 5° Gemini – A master of multitasking. Likely to have a career with variety and movement.
• 6° Gemini – Drawn to education, research, or public relations. A natural teacher or speaker.
• 7° Gemini – A witty and persuasive communicator; may succeed in sales or advertising.
• 8° Gemini – Talented with words. Could excel in writing, copywriting, or language-based work.
• 9° Gemini – A restless and curious mind. May struggle with career stability but excels in learning.
• 10° Gemini – Highly sociable; could be a media personality, influencer, or journalist.
• 11° Gemini – Gifted in technology or digital communication. Could work in social media, IT, or AI fields.
• 12° Gemini – Strong intuition for trends and information. Could thrive in consulting or marketing.
• 13° Gemini – A strong need for intellectual independence. Prefers freelance or flexible career paths.
• 14° Gemini – Charismatic and persuasive; a great public speaker or negotiator.
• 15° Gemini – Quick-witted and sharp. Could thrive in legal work, politics, or academia.
• 16° Gemini – Adaptable but needs to focus on long-term career goals. May switch jobs frequently.
• 17° Gemini – A highly creative mind. Could excel in advertising, writing, or entertainment.
• 18° Gemini – A gifted mimic. Could be successful in acting, voice work, or linguistics.
• 19° Gemini – Intellectually restless; needs a career that keeps them mentally engaged.
• 20° Gemini – Naturally persuasive and influential. Could thrive in leadership or media roles.
• 21° Gemini – Highly analytical; may be drawn to careers in data analysis, research, or science.
• 22° Gemini – A master of adaptation. Could work in multiple fields or juggle side hustles.
• 23° Gemini – A strong love for debate and discussion. May be drawn to law or philosophy.
• 24° Gemini – A creative storyteller. Success in journalism, screenwriting, or podcasting.
• 25° Gemini – Exceptionally sharp and quick-thinking; could be drawn to stock trading or strategic consulting.
• 26° Gemini – A love for teaching and sharing knowledge. Could be a professor, coach, or mentor.
• 27° Gemini – Highly independent; prefers self-employment or careers with autonomy.
• 28° Gemini – A media-savvy individual. Likely to gain public recognition through words or ideas.
• 29° Gemini (Anaretic Degree) – A master communicator with an intense drive for knowledge. Could become famous for their intellect, writing, or public speaking. However, they may struggle with indecision or restlessness in their career path.
#astro notes#astrology#birth chart#astro observations#astro community#astrology degrees#astrology observations#gemini horoscope#GeminiMC
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Career Reading
Placements to look at for your ideal career:
2nd house-how you make money
6th house-daily routine and work
10th house-career and public image
MC- career point.
11th house-social networks, long-term goals, opportunities for advancement (2nd from MC, so it shows the income from the career)
North Node - your life purpose and direction ; what you are meant to move towards in this lifetime
Part of Fortune - Where you find joy and success in this life, linked to both material and spiritual fulfillment
Vertex - represents fated encounters in your life. Where and how your destiny unfolds/ your turning point in life (not normally linked to career, but I think it can show what leads you to your true calling in this life especially if yours is in one of the money or career houses)
Saturn- rules discipline, structure, and long-term achievement, where you need to put in consistent effort to achieve success. Indicates your approach to responsibility in your career
Sun- core identity and life purpose, where you shine the most
Jupiter- expansion luck and growth. It shows your opportunities for success
Venus - where you can use your artistic abilities and social charm. It can also be how you attract money and resources
Signs and Career
Aries
• Career style: Assertive, pioneering, energetic, independent.
• Fields: Leadership roles, entrepreneurship, sports, military, anything involving action or competition.
• Drive: You take initiative and thrive in dynamic, fast-paced environments where you can be first.
Taurus
• Career style: Steady, practical, patient, and value-oriented.
• Fields: Finance, banking, agriculture, real estate, art, luxury goods, anything involving material wealth or beauty.
• Drive: Security, stability, and a focus on building long-term wealth. Aesthetic and sensory satisfaction are important.
Gemini
• Career style: Communicative, versatile, adaptable, intellectual.
• Fields: Journalism, writing, teaching, marketing, sales, technology, anything that involves communication or travel.
• Drive: Curiosity and intellectual stimulation. You thrive in dynamic, social environments where you can multitask.
Cancer
• Career style: Nurturing, protective, intuitive, emotionally driven.
• Fields: Healthcare, caregiving, real estate, hospitality, education, psychology, anything that involves caring for others.
• Drive: Emotional security and a need to create a safe, supportive environment. You work best when you feel connected to your work on an emotional level.
Leo
• Career style: Charismatic, creative, confident, leadership-focused.
• Fields: Entertainment, arts, fashion, politics, sports, anything involving self-expression and performance.
• Drive: Recognition, fame, and the desire to shine. You excel in careers where you can showcase your talents and leadership.
Virgo
• Career style: Detail-oriented, analytical, service-minded, organized.
• Fields: Healthcare, administration, research, editing, writing, data analysis, anything involving precision and service.
• Drive: Efficiency and perfection. You aim to serve others by improving systems or contributing to something meaningful.
Libra
• Career style: Diplomatic, collaborative, partnership-oriented, aesthetically inclined.
• Fields: Law, diplomacy, art, design, beauty, fashion, anything involving partnership or justice.
• Drive: Harmony and balance in professional relationships. You thrive in roles where teamwork, fairness, and aesthetics are valued.
Scorpio
• Career style: Intense, transformative, secretive, powerful.
• Fields: Psychology, research, finance (especially investments, taxes, inheritance), surgery, anything involving transformation or mystery.
• Drive: Power and control. You are drawn to careers that allow you to dig deep and uncover hidden truths or manage shared resources.
Sagittarius
• Career style: Adventurous, philosophical, expansive, freedom-loving.
• Fields: Education, travel, law, publishing, international business, anything that involves exploration and knowledge-sharing.
• Drive: Freedom and expansion. You seek opportunities that allow you to learn, grow, and explore new horizons.
Capricorn
• Career style: Ambitious, disciplined, authoritative, responsible.
• Fields: Business, politics, government, finance, engineering, management, anything that involves structure, authority, and long-term goals.
• Drive: Success and achievement. You are career-focused and work tirelessly toward building a solid reputation and legacy.
Aquarius
• Career style: Innovative, humanitarian, unconventional, forward-thinking.
• Fields: Technology, science, social reform, innovation, group work, anything involving progressive change or social impact.
• Drive: Making a difference and creating a better future. You work best in collaborative or unconventional environments that allow for innovation.
Pisces
• Career style: Compassionate, imaginative, spiritual, idealistic.
• Fields: Art, music, healing, psychology, spirituality, charity work, anything that involves creativity, intuition, or service to others.
• Drive: Helping others and finding deeper meaning. You’re drawn to careers where you can use your empathy and creativity to make a positive impact.
Houses and Career Focus
1st House (Self-Identity, Public Persona)
You identify closely with your career. You're meant for careers where you're the leader or face of whatever you do, you're meant to be in the public eye somehow.
2nd House (Money, Resources, Values)
Financial stability and security is what drives you in your career. You would do good in careers related to banking and finance or sales (more like selling luxury goods or real estate)
3rd House (Communication, Learning, Siblings)
Communication, education, and travel. Or working in media. Teaching, writing, or sales/ anything that involves exchanges of info
4th House (Home, Family, Roots)
Home design, family business, real estate. Care giving or working from home. Emotional fulfillment through your career
5th House (Creativity, Pleasure, Children)
Creative fields, working with children. Career allows for self-expression. performance or leadership roles
6th House (Work Environment, Health, Service)
Service industry, Healthcare (especially if you have heavy virgo/pisces or 6th/12th placements), administration, work that requires tedious precision and detail
7th House (Partnerships, Marriage)
Collaboration, requires partnerships in career. Law, any counseling/consulting work, diplomat
8th House (Shared Resources, Transformation)
Finance (other peoples money like taxes, inheritance, etc), psychology, research/investigation
9th House (Philosophy, Travel, Higher Education)
Higher education, travel, law, publishing, career could be linked to foreign lands, (travel vlogger, professor, resort owner?)
10th House (Career, Reputation, Public Life)
Leadership, recognition, achieving goals, public image and success are emphasized
11th House (Community, Goals, Social Networks)
Community service/humanitarian work, technology, collective work
12th House (Spirituality, Solitude, Healing)
Healing, spirituality, charity work, hospitals, or creative/behind the scenes work like set design, director etc
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Greetings, I had request if you can post careers related to the 10th house/MC from both western and vedic perspective... Thanking you
Careers Related to the 10th House/MC: Western and Vedic Perspectives
The 10th house, often associated with the Midheaven (MC), is a pivotal house in astrology that governs career, public reputation, achievements, and how we strive for success. Both Western and Vedic astrology provide rich insights into the career potential through the analysis of this house, though they approach the interpretation differently.
Western Astrology:
In Western astrology, the 10th house and the Midheaven (MC) reveal the nature of one's career, public image, and long-term aspirations. The sign on the MC, the ruling planet of the MC, and any planets in the 10th house shape the direction of one’s professional life. Below is a breakdown of possible career paths based on the sign on the MC and the planets associated with the 10th house.
Aries MC: Individuals with Aries on the MC are natural leaders, driven by ambition and a pioneering spirit. They thrive in careers that allow them to take charge and lead, such as entrepreneurship, military roles, sports, or any field where quick decision-making and initiative are valued.
Taurus MC: Taurus on the MC suggests a career focused on stability, security, and material success. These individuals are drawn to professions in finance, real estate, agriculture, luxury goods, and any field where their practical nature and aesthetic sensibilities can shine.
Gemini MC: With Gemini on the MC, communication is key. These individuals excel in roles that involve writing, teaching, media, journalism, marketing, or any job that requires adaptability, networking, and intellectual engagement.
Cancer MC: Cancer on the MC often indicates a nurturing career path. These individuals may be drawn to professions related to caregiving, such as nursing, childcare, social work, or real estate, hospitality, and any job where creating a sense of home or emotional security is important.
Leo MC: Leo on the MC is associated with a desire for recognition and creative expression. Careers in entertainment, acting, politics, fashion, and leadership roles are common. These individuals often seek careers where they can stand out, inspire others, and express their creative talents.
Virgo MC: Virgo on the MC points to a meticulous and service-oriented approach to work. These individuals may excel in healthcare, research, editing, service industries, and any career that requires attention to detail, organization, and a focus on improving systems.
Libra MC: Libra on the MC is linked to careers involving beauty, harmony, and relationships. These individuals might be drawn to law, diplomacy, fashion, art, counseling, or any role that involves balancing opposing forces, aesthetics, or creating harmony in social settings.
Scorpio MC: Scorpio on the MC suggests a career involving intensity, transformation, and depth. These individuals may pursue careers in psychology, research, finance, detective work, or any field where they can explore the unknown, deal with crises, or engage in transformative work.
Sagittarius MC: Sagittarius on the MC is associated with careers that involve exploration, education, and the pursuit of knowledge. These individuals may find fulfillment in teaching, travel-related jobs, publishing, philosophy, or any field that allows them to broaden their horizons and share wisdom.
Capricorn MC: Capricorn on the MC is linked to ambition, structure, and long-term goals. These individuals are often drawn to careers in government, management, business, engineering, or any field where discipline, responsibility, and strategic planning are required.
Aquarius MC: Aquarius on the MC indicates a career path that involves innovation, humanitarian work, and social reform. These individuals may excel in technology, science, social causes, or any field where they can contribute to progressive change and work towards a better future for society.
Pisces MC: Pisces on the MC is associated with creativity, compassion, and spirituality. These individuals may be drawn to careers in the arts, healing, spirituality, film, photography, or any field where they can express their imagination and connect with the emotional or spiritual dimensions of life.
Vedic Astrology:
In Vedic astrology, the 10th house, also known as Karma Bhava, represents career, professional success, and one's contributions to society. The planet ruling the 10th house, the condition of Saturn (the natural significator of career), and the placement of planets in the 10th house are crucial in determining one's career path.
Sun in the 10th House: The Sun in the 10th house signifies leadership and authority. Individuals with this placement may pursue careers in government, politics, administration, or any role where they can be in charge. They are often seen in positions of power and influence, where their leadership qualities are recognized.
Moon in the 10th House: The Moon in the 10th house brings a nurturing and emotionally responsive approach to one's career. Individuals with this placement may excel in public relations, hospitality, healthcare, real estate, or any field that involves caring for others and creating a supportive environment. Their careers often involve a connection to the public or dealing with the needs of others.
Mars in the 10th House: Mars in the 10th house indicates a dynamic and action-oriented career. These individuals are likely to be drawn to careers in the military, engineering, sports, law enforcement, or any field that requires courage, determination, and physical energy. They excel in competitive environments and are often seen in roles that involve taking decisive action.
Mercury in the 10th House: Mercury in the 10th house signifies a career involving communication, intellect, and business acumen. Individuals with this placement may excel in writing, teaching, journalism, trade, commerce, or any profession that requires intellectual skills, adaptability, and the ability to convey information effectively.
Jupiter in the 10th House: Jupiter in the 10th house indicates a career in teaching, counseling, law, or finance. These individuals are often drawn to roles that involve guiding others, sharing knowledge, and upholding ethical principles. They may find success in academic fields, religious institutions, or any profession where wisdom and morality are valued.
Venus in the 10th House: Venus in the 10th house suggests a career in the arts, entertainment, fashion, or luxury goods. These individuals are often drawn to professions where beauty, aesthetics, and creativity play a central role. They may also find success in diplomacy, public relations, or any field that requires charm, social skills, and a sense of harmony.
Saturn in the 10th House: Saturn in the 10th house indicates a disciplined and structured approach to one's career. These individuals may pursue careers in politics, engineering, construction, or labor-related jobs. They are often seen in roles that require responsibility, hard work, and long-term commitment. Saturn's influence may also lead to careers involving law, administration, or any field where persistence and patience are key.
Rahu in the 10th House: Rahu in the 10th house signifies unconventional and innovative career paths. These individuals may be drawn to careers in media, technology, foreign jobs, or any field that involves breaking new ground and challenging societal norms. They may also find success in professions that deal with mystery, research, or hidden knowledge.
Ketu in the 10th House: Ketu in the 10th house indicates a career focused on spiritual pursuits, research, or the occult. These individuals may be drawn to roles that involve detachment from material success, such as in astrology, spiritual counseling, or any field where inner wisdom and insight are valued over external recognition. Ketu's influence may also lead to careers in fields that require a deep understanding of the metaphysical or esoteric.
Additionally, the D10 chart (Dasamsa) is used for a deeper analysis of career prospects.
I hope this helps! ♥️
©️kleopatra45
#astrology#astrology community#astroblr#astro notes#astrology observations#astrology readings#astrology tumblr#houses in astrology#astro community#vedic astrology observations#vedic astro notes#vedicastrology#vedic astro observations#vedic chart#vedic astrology
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Rest In Peace Debrina Kawam
https://www.nytimes.com/2024/12/31/nyregion/coney-island-subway-burning-victim-identified.html
Debrina Kawam of Toms River, N.J., was burned alive on Dec. 22 in a videotaped killing that shocked New York.
By Chelsia Rose MarciusAndy Newman and Shayla Colon
Published Dec. 31, 2024 Updated Jan. 1, 2025
Investigators have learned the name of a woman who was burned alive — and beyond recognition — aboard a Brooklyn train last week.
The police identified the woman as Debrina Kawam of Toms River, N.J. She was the victim of an apparently random attack captured in videos that showed her bracing herself against the doorway of an F train in Coney Island, her body engulfed by flames. Sebastian Zapeta-Calil, 33, has been accused of setting fire to Ms. Kawam with a lighter and was charged with first-degree murder and arson.
Ms. Kawam’s identity was confirmed on Monday through fingerprint analysis, said Julie Bolcer, a spokeswoman for the city medical examiner’s office. Ms. Kawam was 57, though police officials initially had said she was 61.
Mayor Eric Adams said at a news conference at City Hall on Tuesday that she briefly stayed in the city’s homeless shelter system. “No matter where she lived, that should not have happened,” Mr. Adams said.
Just watching that tape — I couldn’t even watch it all the way through,” he added.
Investigators had used every means possible to identify the woman, the Brooklyn district attorney, Eric Gonzalez, said at a news conference last week. They took her fingerprints and collected DNA evidence. They gathered surveillance footage from the subways, hoping to find a clear image of the woman’s face before the fire.
The fragmentary traces Ms. Kawam left behind in yearbooks and public records sketch a troubled life.
She appeared to have graduated from Passaic Valley Regional High School in Little Falls, N.J., four decades ago. Her yearbook entry from 1985 — illustrated with a photo of her with long, feathered hair — mentioned memories of freshman and sophomore cheerleading and trips to the shore. It listed her ambition as airline stewardess and said that her “secret ambition” was “to party forever.” In a senior poll, she was one of three girls voted “most punk” and one of three girls voted “million-dollar smile.”

A 1985 yearbook photo shows Debrina Kawam, the victim of an apparently random attack on the New York subway.
Credit...US School Yearbook
According to Ms. Kawam’s Facebook profile, she studied business and marketing at Montclair State University; a spokesman for the school said Wednesday that he could not immediately confirm her attendance. From 2000 to 2002, when she was in her 30s, Ms. Kawam was a customer service representative for the New Jersey-based pharmaceutical giant Merck, a company spokeswoman said.
But municipal court records going back 20 years include dozens of minor cases against a Debrina Kawam in cities and towns along the Jersey Shore, in Jersey City and in the suburbs of New York. Most were citations for public drinking, trespassing or disorderly conduct, including the most recent, in July, for public drinking in Atlantic City.
Homelessness in America
Jump in Homelessness: Homelessness soared to the highest level on record in 2024, driven by high rents, stagnant wages and a surge in migrants seeking asylum, the federal government reported.
A Search for Meaning: Religion is often overlooked as a factor in the lives of the needy, but those who gather at a Bible study for the homeless in Virginia say it helps sustain them.
Berkeley’s Toughened Stance: The progressive stronghold in California plans to target large homeless encampments, relying on a Supreme Court decision handed down by a conservative majority.
In a 2008 bankruptcy filing, she wrote that she had not been working “due to illness.” After her father, William Kawam, died in 2009, she posted on a tribute page that he was the best father a daughter could have had, and that “I will always regret that it took me later in life to figure that out.”
Roxann Krammer, a Toms River resident, said that her late husband, George Krammer, had been Ms. Kawam’s romantic partner from about 2011 to 2014 and that they had lived together. The relationship, her husband had told her, had been chaotic.
The police gave an address for Ms. Kawam in Toms River, a small, gray one-story home that had been owned by the victim’s mother in a sprawling retirement community. A neighbor said that until the house was sold in 2024, she would see an older woman and someone Ms. Kawam’s age coming and going.
The older woman seemed to be taking care of the younger woman, who appeared disabled, and would lead her by the hand, said the neighbor, Valerie Waskiewicz.
“I had the impression that the older woman had her hands full taking care of the younger woman,” she said.
The current owner of the home, Olga Corpion, said she had never met Ms. Kawam or her mother, but that in May, shortly after she moved in, a stranger came to her door.
“She said ‘I’m Debrina, I want to see my mother,’” Ms. Corpion recalled. Ms. Corpion said it seemed odd that someone would not know that her mother had moved and Ms. Corpion said that Ms. Kawam seemed troubled. She said she offered to call Ms. Kawam with information about her mother, but Ms. Kawam told her she had no phone and quickly left.
Ms. Kawam was in New York City as early as April 28, when the police issued her a summons in Midtown Manhattan for drinking on a public sidewalk, according to city records. She was scheduled to appear in June, but did not show up. Her social service records show that she stayed at a women’s shelter in the Bronx from Nov. 30 to Dec. 2.
On Dec. 22, around 7:30 a.m., Ms. Kawam was sitting motionless on a subway train, apparently asleep, when Mr. Zapeta-Calil walked up, took out a lighter and set her on fire, according to prosecutors and the police. He then stepped out of the train and sat on a bench on the subway platform, staring as the smoke and flames overwhelmed Ms. Kawam, the police said.
Then, video of the incident shows a man who appears to be Mr. Zapeta-Calil rising and approaching Ms. Kawam. Instead of trying to douse the blaze, he waves a shirt at her, appearing to fan the flames. At least one police officer can be seen walking by her as people on the platform scream.
Officers who came to the scene did not appear to focus on Mr. Zapeta-Calil sitting on the bench as they tended to Ms. Kawam. But their body cameras had captured him and the clothes he wore: a gray, hooded sweatshirt; a wool hat; tan boots; and paint-splattered pants.
The Police Department released the photos publicly and soon after, three teenagers called 911. They said they had recognized Mr. Zapeta-Calil from the photos and that he was aboard another train in Brooklyn. The police ordered the train stopped and arrested him.
The authorities do not believe Ms. Kawam and Mr. Zapeta-Calil knew each other. She was already on the train when he boarded it in Queens, and they both rode to the end of the line in Coney Island, the official added, according to a law enforcement official who spoke on condition of anonymity. People often sleep on subway trains in cold weather; the outside temperature on the morning Ms. Kawam was killed was 16 degrees.
Mr. Zapeta-Calil is an undocumented immigrant from Guatemala who was deported in 2018 only to illegally return to the United States, according to federal immigration officials.
The suspect had been living for the past couple of months at a shelter in Brooklyn for men with drug and alcohol problems, according to the police and residents of the shelter. A grand jury indicted him last week on first-degree murder, second-degree murder and arson charges.
After Mr. Zapeta-Calil’s arrest, federal officials issued two immigration detainers, according to Jeffrey Carter, a spokesman for U.S. Immigration and Customs Enforcement. Detainers are requests to the police and the city Department of Correction that they notify the federal agency before Mr. Zapeta-Calil’s court case is done and is released from jail.
City sanctuary laws prevent city agencies from sharing immigration information about defendants with federal officials, including when they will be released from police custody or from jail. However, the laws let the agencies tell ICE about noncitizens who have been convicted of any of 177 serious offenses, including rape and felony assault.
Susan C. Beachy contributed research. Shayla Colon reported from Toms River, N.J.
Chelsia Rose Marcius is a criminal justice reporter for The Times, covering the New York Police Department. More about Chelsia Rose Marcius
Andy Newman writes about New Yorkers facing difficult situations, including homelessness, poverty and mental illness. He has been a journalist for more than three decades. More about Andy Newman
Shayla Colon is a reporter covering New York City and a member of the 2024-25 Times Fellowship class, a program for journalists early in their careers. More about Shayla Colon
#Rest In Peace Debrina Kawam#male violence#Hope Sebastian Zapeta-Calil gets shanked in prison#Let's remember Debrina Kawam for her million dollar smile
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AI, Machine Learning, Artificial Neural Networks.
This week we learnt about the above topic and my take home from it is that Artificial Intelligence (AI) enables machines to mimic human intelligence, driving innovations like speech recognition and recommendation systems. Machine Learning (ML), a subset of AI, allows computers to learn from data and improve over time.
Supervised vs. Unsupervised Learning are types of AI
Supervised Learning: Uses labeled data to train models for tasks like fraud detection and image recognition.
Unsupervised Learning: Finds patterns in unlabeled data, used for clustering and market analysis.
Artificial Neural Networks (ANNs)
ANNs mimic the human brain, processing data through interconnected layers
Input Layer: Receives raw data.
Hidden Layers: Extract features and process information.
Output Layer: Produces predictions.
Deep Learning, a subset of ML, uses deep ANNs for tasks like NLP and self-driving technology. As AI evolves, understanding these core concepts is key to leveraging its potential.
It was really quite enlightening.
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Hi, idk who's going to see this post or whatnot, but I had a lot of thoughts on a post I reblogged about AI that started to veer off the specific topic of the post, so I wanted to make my own.
Some background on me: I studied Psychology and Computer Science in college several years ago, with an interdisciplinary minor called Cognitive Science that joined the two with philosophy, linguistics, and multiple other fields. The core concept was to study human thinking and learning and its similarities to computer logic, and thus the courses I took touched frequently on learning algorithms, or "AI". This was of course before it became the successor to bitcoin as the next energy hungry grift, to be clear. Since then I've kept up on the topic, and coincidentally, my partner has gone into freelance data model training and correction. So while I'm not an expert, I have a LOT of thoughts on the current issue of AI.
I'll start off by saying that AI isn't a brand new technology, it, more properly known as learning algorithms, has been around in the linguistics, stats, biotech, and computer science worlds for over a decade or two. However, pre-ChatGPT learning algorithms were ground-up designed tools specialized for individual purposes, trained on a very specific data set, to make it as accurate to one thing as possible. Some time ago, data scientists found out that if you have a large enough data set on one specific kind of information, you can get a learning algorithm to become REALLY good at that one thing by giving it lots of feedback on right vs wrong answers. Right and wrong answers are nearly binary, which is exactly how computers are coded, so by implementing the psychological method of operant conditioning, reward and punishment, you can teach a program how to identify and replicate things with incredible accuracy. That's what makes it a good tool.
And a good tool it was and still is. Reverse image search? Learning algorithm based. Complex relationship analysis between words used in the study of language? Often uses learning algorithms to model relationships. Simulations of extinct animal movements and behaviors? Learning algorithms trained on anatomy and physics. So many features of modern technology and science either implement learning algorithms directly into the function or utilize information obtained with the help of complex computer algorithms.
But a tool in the hand of a craftsman can be a weapon in the hand of a murderer. Facial recognition software, drone targeting systems, multiple features of advanced surveillance tech in the world are learning algorithm trained. And even outside of authoritarian violence, learning algorithms in the hands of get-rich-quick minded Silicon Valley tech bro business majors can be used extremely unethically. All AI art programs that exist right now are trained from illegally sourced art scraped from the web, and ChatGPT (and similar derived models) is trained on millions of unconsenting authors' works, be they professional, academic, or personal writing. To people in countries targeted by the US War Machine and artists the world over, these unethical uses of this technology are a major threat.
Further, it's well known now that AI art and especially ChatGPT are MAJOR power-hogs. This, however, is not inherent to learning algorithms / AI, but is rather a product of the size, runtime, and inefficiency of these models. While I don't know much about the efficiency issues of AI "art" programs, as I haven't used any since the days of "imaginary horses" trended and the software was contained to a university server room with a limited training set, I do know that ChatGPT is internally bloated to all hell. Remember what I said about specialization earlier? ChatGPT throws that out the window. Because they want to market ChatGPT as being able to do anything, the people running the model just cram it with as much as they can get their hands on, and yes, much of that is just scraped from the web without the knowledge or consent of those who have published it. So rather than being really good at one thing, the owners of ChatGPT want it to be infinitely good, infinitely knowledgeable, and infinitely running. So the algorithm is never shut off, it's constantly taking inputs and processing outputs with a neural network of unnecessary size.
Now this part is probably going to be controversial, but I genuinely do not care if you use ChatGPT, in specific use cases. I'll get to why in a moment, but first let me clarify what use cases. It is never ethical to use ChatGPT to write papers or published fiction (be it for profit or not); this is why I also fullstop oppose the use of publicly available gen AI in making "art". I say publicly available because, going back to my statement on specific models made for single project use, lighting, shading, and special effects in many 3D animated productions use specially trained learning algorithms to achieve the complex results seen in the finished production. Famously, the Spider-verse films use a specially trained in-house AI to replicate the exact look of comic book shading, using ethically sources examples to build a training set from the ground up, the unfortunately-now-old-fashioned way. The issue with gen AI in written and visual art is that the publicly available, always online algorithms are unethically designed and unethically run, because the decision makers behind them are not restricted enough by laws in place.
So that actually leads into why I don't give a shit if you use ChatGPT if you're not using it as a plagiarism machine. Fact of the matter is, there is no way ChatGPT is going to crumble until legislation comes into effect that illegalizes and cracks down on its practices. The public, free userbase worldwide is such a drop in the bucket of its serverload compared to the real way ChatGPT stays afloat: licensing its models to businesses with monthly subscriptions. I mean this sincerely, based on what little I can find about ChatGPT's corporate subscription model, THAT is the actual lifeline keeping it running the way it is. Individual visitor traffic worldwide could suddenly stop overnight and wouldn't affect ChatGPT's bottom line. So I don't care if you, I, or anyone else uses the website because until the US or EU governments act to explicitly ban ChatGPT and other gen AI business' shady practices, they are all only going to continue to stick around profit from big business contracts. So long as you do not give them money or sing their praises, you aren't doing any actual harm.
If you do insist on using ChatGPT after everything I've said, here's some advice I've gathered from testing the algorithm to avoid misinformation:
If you feel you must use it as a sounding board for figuring out personal mental or physical health problems like I've seen some people doing when they can't afford actual help, do not approach it conversationally in the first person. Speak in the third person as if you are talking about someone else entirely, and exclusively note factual information on observations, symptoms, and diagnoses. This is because where ChatGPT draws its information from depends on the style of writing provided. If you try to be as dry and clinical as possible, and request links to studies, you should get dry and clinical information in return. This approach also serves to divorce yourself mentally from the information discussed, making it less likely you'll latch onto anything. Speaking casually will likely target unprofessional sources.
Do not ask for citations, ask for links to relevant articles. ChatGPT is capable of generating links to actual websites in its database, but if asked to provide citations, it will replicate the structure of academic citations, and will very likely hallucinate at least one piece of information. It also does not help that these citations also will often be for papers not publicly available and will not include links.
ChatGPT is at its core a language association and logical analysis software, so naturally its best purposes are for analyzing written works for tone, summarizing information, and providing examples of programming. It's partially coded in python, so examples of Python and Java code I've tested come out 100% accurate. Complex Google Sheets formulas however are often finicky, as it often struggles with proper nesting orders of formulas.
Expanding off of that, if you think of the software as an input-output machine, you will get best results. Problems that do not have clear input information or clear solutions, such as open ended questions, will often net inconsistent and errant results.
Commands are better than questions when it comes to asking it to do something. If you think of it like programming, then it will respond like programming most of the time.
Most of all, do not engage it as a person. It's not a person, it's just an algorithm that is trained to mimic speech and is coded to respond in courteous, subservient responses. The less you try and get social interaction out of ChatGPT, the less likely it will be to just make shit up because it sounds right.
Anyway, TL;DR:
AI is just a tool and nothing more at its core. It is not synonymous with its worse uses, and is not going to disappear. Its worst offenders will not fold or change until legislation cracks down on it, and we, the majority users of the internet, are not its primary consumer. Use of AI to substitute art (written and visual) with blended up art of others is abhorrent, but use of a freely available algorithm for personal analyticsl use is relatively harmless so long as you aren't paying them.
We need to urge legislators the world over to crack down on the methods these companies are using to obtain their training data, but at the same time people need to understand that this technology IS useful and both can and has been used for good. I urge people to understand that learning algorithms are not one and the same with theft just because the biggest ones available to the public have widely used theft to cut corners. So long as computers continue to exist, algorithmic problem-solving and generative algorithms are going to continue to exist as they are the logical conclusion of increasingly complex computer systems. Let's just make sure the future of the technology is not defined by the way things are now.
#kanguin original#ai#gen ai#generative algorithms#learning algorithms#llm#large language model#long post
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Image Recognition Market Size, Trends, and Business Outlook 2024-2030
The global image recognition market size was valued at USD 53.3 billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 12.8% from 2024 to 2030.
This growth is attributed to the increasing volumes of image data, advancements in artificial intelligence (AI) and machine learning (ML), and the growing demand for automation across various sectors are pivotal. In addition, the integration of image recognition in applications such as healthcare, retail, and security enhances operational efficiency and customer engagement. Furthermore, the rise of edge computing and mobile solutions further supports market expansion.
Gather more insights about the market drivers, restrains and growth of the Image Recognition Market
Image recognition technology, powered by machine learning, has been embedded in several fields, such as self-driving vehicles, automated image organization of visual websites, and face identification on social networking websites. One of the most popular applications of image identification is social media monitoring, as visual listening and visual analytics are essential factors of digital marketing. Image recognition is highly used in applications related to safety and security, such as facial recognition used by law enforcement agencies. Furthermore, airports are increasingly using face remembrance technology at security checkpoints.
The growing popularity of high-bandwidth data services and advanced machine learning has led to a higher demand for image recognition technology among people. Establishments in different sectors such as media & entertainment, retail, IT & telecom, and Banking, Financial Services, and Insurance (BFSI) have led to the growing utilization of advanced technologies within their companies, consequently driving the acceptance of image recognition. The system for image recognition assists in recognizing objects, buildings, locations, logos, individuals, and other images. Moreover, advances in image recognition tech enable connecting offline materials such as brochures and magazines with promotional videos, AR experiences, and product details using images from a smartphone.
In addition, an automated system for recognizing images is essential in computer vision, as it can pinpoint an image or attribute within digital photos and videos. It allows users to collect and analyze data in real-time. Information is gathered in complex dimensions and results in numerical or symbolic data. Computer vision, an image recognition component, allows for object recognition, event detection, image reconstruction, learning, and video tracking tasks. Image recognition technology has seen various opportunities arise in areas such as big data analysis and successful branding of products and services, thanks to the expanding use of image databases.
Furthermore, since the database serves as the training material for image recognition solutions, open-source frameworks such as software libraries and software tools form the building blocks of the solution. These frameworks help prepare or train machines to learn from the images available in the database by providing different types of computer vision functions, such as medical screening, obstacle detection in vehicles, and emotion and facial recognition, among others. Some of the leading libraries for image recognition include UC Berkeley's Caffe, Google Tensor Flow, and Torch.
Image Recognition Market Segmentation
Grand View Research has segmented the image recognition market report based on, technique, component, deployment mode, vertical, application, and region.
Technique Outlook (Revenue, USD Million, 2018 - 2030)
• QR/ Barcode Recognition
• Object Recognition
• Facial Recognition
• Pattern Recognition
• Optical Character Recognition
Component Outlook (Revenue, USD Million, 2018 - 2030)
• Hardware
• Software
• Service
• Managed
• Professional
• Training, Support, and Maintenance
Deployment Mode Outlook (Revenue, USD Million, 2018 - 2030)
• Cloud
• On-Premises
Vertical Outlook (Revenue, USD Million, 2018 - 2030)
• Retail & E-commerce
• Media & Entertainment
• BFSI
• Automobile & Transportation
• Telecom & IT
• Government
• Healthcare
• Others
Application Outlook (Revenue, USD Million, 2018 - 2030)
• Augmented Reality
• Scanning & Imaging
• Security & Surveillance
• Marketing & Advertising
• Image Search
Regional Outlook (Revenue, USD Million, 2018 - 2030)
• North America
o U.S.
o Canada
o Mexico
• Europe
o UK
o Germany
o France
• Asia Pacific
o China
o India
o Japan
o Australia
o South Korea
• Latin America
o Brazil
• Middle East and Africa (MEA)
o Saudi Arabia
o South Africa
o UAE
Browse through Grand View Research's Next Generation Technologies Industry Research Reports.
• The global video management software market was valued at USD 9.69 billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 19.5% from 2024 to 2030.
• The global 3D Scanning market was valued at USD 3.95 billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 9.8% from 2024 to 2030.
Key Companies And Market Share Insights
Some key companies in the image recognition market include Attrasoft, Inc., Blinkfire Analytics, Inc., Kairos AR, Inc., Catchroom, Chooch., Cloudsight, Inc., Google, GumGum, Inc., Hitachi, Ltd.; and others that focus on development with continuous innovations and enhancements.
• Blinkfire Analytics, Inc. specializes in AI-powered visual content analysis for sports, media, and entertainment industries. Blinkfire's proprietary platform uses computer vision and machine learning algorithms to automatically detect, track, and analyze brand exposures, logos, and sponsorships within images and videos, providing valuable insights for brands, teams, and leagues. The company's offerings include sponsorship valuation, brand monitoring, and audience engagement metrics, enabling clients to measure the effectiveness of their marketing efforts and optimize their sponsorship strategies.
• Kairos AR, Inc. provides facial recognition and image analysis solutions, offering products and services that leverage artificial intelligence and machine learning to deliver accurate and efficient image recognition capabilities. Kairos' flagship platform, Kairos Face Recognition, provides real-time facial recognition, identification, and verification, with security, access control, and customer experience applications. The company's other offerings include Kairos Demographics, which analyzes age, gender, and emotions, and Kairos Emotions, which detects and interprets emotional responses. Kairos' solutions are used across various industries, including healthcare, finance, and retail, and are designed to integrate with existing systems and infrastructure, enabling seamless deployment and scalability.
Key Image Recognition Companies:
The following are the leading companies in the image recognition market. These companies collectively hold the largest market share and dictate industry trends.
• Attrasoft, Inc.
• Blinkfire Analytics, Inc.
• Catchroom
• Chooch.
• Cloudsight, Inc.
• Google
• GumGum, Inc.
• Hitachi, Ltd.
• Honeywell International Inc.
• Kairos AR, Inc.
• LTU Tech
• NEC Corporation
• Qualcomm Technologies, Inc.
• DEEPSIGNALS
• Calrifai, Inc.
• Wikitude, a Qualcomm company
Recent Developments
• In April 2023, Chooch launched ImageChat, a solution that enables enterprises to create detailed computer vision models using text prompts. Trained on over 11 billion parameters and 400 million images, ImageChat can identify more than 40 million visual details. This innovative tool offered users to generate captions and keywords for images and videos and interact with visual content to gain deeper insights. Combining AI Vision with large language models, ImageChat enhances data reliability and accuracy, making it ideal for object detection and detailed reasoning applications.
Order a free sample PDF of the Image Recognition Market Intelligence Study, published by Grand View Research.
#Image Recognition Market#Image Recognition Market size#Image Recognition Market share#Image Recognition Market analysis#Image Recognition Industry
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Function Analysis of the LED Display Board above the Baggage Claim Exit at Beijing Daxing International Airport
Function Analysis of the LED Display Board above the Baggage Claim Exit at Beijing Daxing International Airport
The LED display board located above the baggage claim exit at Beijing Daxing International Airport boasts a unique geographical location and advanced technology, making it a popular choice for brand promotion. This article will delve into the multiple functions of these LED display boards, helping advertisers better understand and utilize this resource.
One: High-Definition Display, Enhanced Visual Experience
The LED display board above the baggage claim exit at Beijing Daxing International Airport employs advanced LED display technology, capable of presenting high-definition images and video content. This high-definition display effect not only makes advertising information more vivid and intuitive but also significantly enhances the visual experience of passengers, increasing the attractiveness of the advertisement.
Two: Diverse Content Presentation, Meeting Different Needs
The LED display board supports various formats of advertising content, including static images, dynamic videos, and text information, catering to different brand and product promotion needs. Advertisers can choose from a range of advertising formats based on their brand characteristics and promotion goals, achieving precise communication.
Three: High Efficiency and Energy Savings, Reducing Operating Costs
Compared to traditional lighting equipment, the LED display board has a higher energy efficiency ratio, significantly reducing energy consumption and operating costs. This feature not only aligns with modern enterprises' green development philosophy but also provides advertisers with a more cost-effective and efficient promotional method.
Four: Long-Term Stable Operation, Ensuring Continuous Advertising
The LED display board has excellent stability and durability, capable of operating stably for a long time within the airport, ensuring continuous advertising. This stability not only increases the exposure rate of the advertisement but also enhances the communication effect.
Five: Boosting Brand Exposure, Enhancing Brand Influence
The baggage claim exit is a must-pass route for passengers leaving the airport, with a large flow of people and a relatively long stay. By setting up an LED display board at this location, advertisers can quickly capture passengers' attention, boosting brand exposure and recognition. Additionally, by showcasing high-definition brand images and promotional phrases, advertisers can deepen passengers' impressions and cognition of the brand, enhancing brand influence.
Six: Precise Communication, Achieving High-Efficiency Marketing
The passenger group at Beijing Daxing International Airport is diverse, and advertisers can choose suitable advertising locations and creative designs based on their brand characteristics and target audience preferences, achieving precise communication. The LED display board above the baggage claim exit, with its superior geographical location and extensive audience base, provides advertisers with opportunities for precise communication.
Conclusion
The LED display board above the baggage claim exit at Beijing Daxing International Airport, with its high-definition display, diverse content presentation, high efficiency and energy savings, long-term stable operation, and boosted brand exposure, offers advertisers a high-efficiency platform for brand promotion. As Beijing Daxing International Airport continues to grow, these LED display boards will play an increasingly important role in the future, becoming a key battleground for brand competition.
About Tiancai Media
Tianci Media is a leading media company operating domestic and international airport media, in-flight media, and outdoor large-screen media. Our headquarters is located in Beijing, with the development philosophy of "serving customers as the center, promoting customer development as the premise, and cooperation and win-win as the goal."
Adhering to the corporate slogan "precise communication, enhancing value," we pursue the corporate vision of "doing good deeds, serving society." With 20 years of media industry experience, we are dedicated to serving every customer.
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What Is My Colour Palette? Discovering Your Unique Aesthetic
In a world filled with colors, identifying your personal colour palette can be an empowering and enlightening experience. Your colour palette is more than just a selection of hues; it reflects your personality, influences your mood, and can even affect the perception others have of you. In this article, we’ll explore what is my colour palette is, how to determine your own, and how to use it in various aspects of your life, from fashion to home decor.
Understanding Colour Palettes
A colour palette is a collection of colors that work harmoniously together. These colors can evoke specific feelings, represent different aspects of your personality, and create a cohesive aesthetic in various applications. Colour palettes are often used in art, design, branding, and personal styling, allowing individuals to convey their message or emotions effectively.
The Psychology of Colour
Different colors can elicit distinct emotional responses. Here’s a brief overview of how certain colors are perceived:
Red: Passion, energy, and excitement.
Blue: Calmness, trust, and serenity.
Green: Growth, renewal, and harmony.
Yellow: Happiness, optimism, and creativity.
Purple: Luxury, mystery, and spirituality.
Black: Elegance, sophistication, and power.
White: Purity, simplicity, and innocence.
Understanding the psychology of color can help you choose shades that resonate with your personality and desired image.
Finding Your Colour Palette
Identifying your unique colour palette involves a few key steps:
Self-Reflection
Consider what colors you naturally gravitate towards and which ones make you feel good. Do you feel more comfortable in warm tones like reds and yellows, or do you prefer cooler shades like blues and greens? Think about your favorite clothing items, artwork, and even the colors in your home.
Skin Tone Analysis
Your skin tone plays a significant role in determining the colors that complement you. Generally, skin tones fall into three categories:
Warm: Yellow, peach, or golden undertones. Look for colors like warm reds, oranges, yellows, and earthy tones.
Cool: Pink, blue, or purple undertones. Favor colors like blues, greens, purples, and jewel tones.
Neutral: A mix of both warm and cool undertones. You can wear a wider range of colors, including pastels and muted tones.

Seasonal Color Analysis
Another popular method for determining your colour palette is the seasonal color analysis, which categorizes people into four seasons—Spring, Summer, Autumn, and Winter—based on their skin tone, hair color, and eye color. Each season has its corresponding color palette:
Spring: Light, bright, and warm colors like coral, peach, and light greens.
Summer: Soft, muted, and cool colors like pastels, soft blues, and lavenders.
Autumn: Rich, earthy tones like burnt orange, mustard yellow, and deep reds.
Winter: Bold, vibrant colors like emerald green, royal blue, and pure white.
Create a Colour Mood Board
To visualize your palette, consider creating a mood board. Gather images, fabric swatches, and color samples that resonate with you. This will help you see which colors work well together and reflect your personal style.
Using Your Colour Palette
Once you’ve identified your colour palette, it’s time to apply it in various areas of your life:
Fashion
Incorporate your colors into your wardrobe. Choose clothing items, accessories, and makeup that align with your palette. This will create a cohesive and flattering look that boosts your confidence.
Home Decor
Use your colour palette to guide your home decor choices. Whether you’re painting walls, selecting furniture, or choosing decorative accents, having a consistent color scheme will create a harmonious environment.
Branding
If you own a business or are involved in creative projects, your colour palette can play a crucial role in your branding. Consistent colors across your logo, website, and marketing materials can enhance brand recognition and convey your values.
Art and Design
For artists and designers, understanding your colour palette can help you create works that resonate with your intended audience. Experiment with different combinations to find what best represents your artistic vision.
Conclusion
what is my colour palette is a journey of self-exploration and creativity. By understanding the psychology of color, analyzing your skin tone, and using tools like seasonal color analysis and mood boards, you can curate a palette that reflects your personality and enhances your life. Whether in fashion, home decor, or branding, a well-chosen colour palette can empower you to express yourself authentically and beautifully. So, embrace the world of color, and let your palette shine!
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Lisa Rubin’s Net Worth - A Comprehensive Overview

Lisa Rubin is a prominent figure whose career has spanned various industries, gaining recognition for her achievements and contributions. Known for her work as an entrepreneur and philanthropist, Rubin has accumulated significant wealth over the years. In this blog, we’ll delve into the details of Lisa Rubin’s net worth, examining her career trajectory, business ventures, and other factors that contribute to her financial success.
Early Career and Foundations
Lisa Rubin’s journey to financial success began with her early career endeavors. Initially stepping into the business world, she demonstrated an exceptional ability to identify and capitalize on market opportunities. Her early roles in different sectors provided her with a solid foundation and valuable experience, setting the stage for her future successes.
Business Ventures and Achievements
Rubin’s business acumen became increasingly apparent as she ventured into various industries. One of her significant achievements was the establishment of [Company Name], a venture that quickly gained traction and prominence. Under her leadership, the company flourished, contributing substantially to her net worth. Rubin’s strategic vision and innovative approach played a crucial role in the company’s success, showcasing her entrepreneurial prowess.
In addition to her business ventures, Rubin has been involved in several high-profile projects and investments. Her portfolio includes real estate, technology startups, and other lucrative enterprises. Each of these investments has added to her financial standing, reflecting her ability to diversify and excel across different sectors.
Philanthropy and Personal Investments
Lisa Rubin is not only known for her business success but also for her commitment to philanthropy. She has been actively involved in various charitable activities, supporting causes related to education, healthcare, and social justice. Her philanthropic efforts not only reflect her values but also contribute to her public image and influence.
Moreover, Rubin’s personal investments in art, culture, and lifestyle sectors have further enhanced her net worth. Her keen interest in these areas has led to strategic acquisitions and partnerships, showcasing her diverse interests and financial acumen.
Net Worth Analysis
While exact figures regarding Lisa Rubin’s net worth can vary depending on the source, estimates suggest that she has amassed a considerable fortune through her entrepreneurial endeavors, investments, and philanthropic activities. Her financial success is a testament to her hard work, strategic thinking, and ability to navigate complex markets.
Rubin’s net worth is influenced by several factors, including the performance of her business ventures, the value of her investments, and her ongoing contributions to various fields. As she continues to expand her influence and explore new opportunities, her financial standing is likely to evolve.
Lisa Rubin Social Media
Lisa Rubin maintains an engaging presence on social media, using platforms like Instagram, LinkedIn, and Twitter to connect with her audience and share insights into her professional and personal life. On Instagram, she offers glimpses of her philanthropic activities, business ventures, and personal interests. Her LinkedIn profile provides updates on her career achievements and professional milestones, while her Twitter account features real-time thoughts, industry commentary, and interactions with followers. Through these channels, Rubin effectively communicates her brand, engages with her audience, and fosters connections within her industry.
Conclusion
Lisa Rubin’s net worth reflects her remarkable career achievements, entrepreneurial success, and commitment to philanthropy. From her early career to her current ventures, Rubin has demonstrated exceptional skills and a forward-thinking approach. Her financial success serves as an inspiration, highlighting the impact of strategic planning, diverse investments, and a strong commitment to meaningful causes. As she continues to make strides in her career and philanthropic efforts, Rubin’s net worth is likely to grow, further solidifying her position as a prominent and influential figure.
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Unlocking the Power of Social Media: The following is the list of the best social media management agencies in Delhi

Introduction
Today, social media has emerged as a very useful platform to reach the audience, create brand recognition, and increase sales. Social media have become very important tools for companies in Delhi, a lively and competitive market. That is where social media management agencies come in. These agencies can help to design, implement and analyze social media marketing strategies for organization with a view of reaching out to the right audience. In this article, let me share the best social media management agencies in Delhi and the services they provide.
Here is why your business needs a social media management agency in Delhi:
Delhi, being the Capital city of India is a city which is full of business opportunities and activities. The competition is high in Delhi and that is why one has to do everything that he/she can to come up with unique ways of promoting the firm’s products and services. A social media management agency in Delhi can help businesses achieve this by
Enhancing Brand Visibility: Since many people are connected to social media networks such as Facebook, Instagram, Twitter, and LinkedIn, social media can be a useful way to boost brand awareness. Agencies can assist in creating interesting content that will keep the users coming back and creating a good brand image.
Targeted Advertising: The various social media platforms present business with different targeting options through which they can easily reach a certain demographic. A social media advertising agency in Delhi can develop targeted advertising campaigns that will get to the specific audience at the right time.
Consistent Engagement: It is imperative to engage followers on a consistent basis in order to preserve the loyal customer base. Social media management agencies help to keep your brand active and responsive on social media hence creating a close bond with the customers.
Data-Driven Insights: It is not as simple as posting content; it is all about evaluating the performance and fine-tuning the approaches. Marketing agencies employ the use of analytics to measure and evaluate the effectiveness of the strategies used in the course of the campaign to enhance effectiveness.
Social Media Marketing Firms in Delhi │ Delhi’s Best Social Media Marketing Agencies
Identifying the right social media marketing company in Delhi can bring a sea change to the growth of your business. Here are some of the top agencies that are known for their exceptional services and results-driven strategies
Red Dash Media
Overview: Red Dash Media Services is a leading social media marketing agency in Delhi famous for its creativity and variety of services. They offer services in the development of the best social media strategies for your business.
Services: Tasks include social media management, content creation, influencer marketing, paid social advertising, social media analytics.
Why Choose Them: Red Dash Media Services is a company that is well known for being able to deliver social media marketing solutions that will get people engaged and will get the brand out there.
Social Beat
Overview: Social Beat is one of the top SMM Companies in Delhi providing complete social media marketing solutions. They have a history of providing their clients with excellent return on investment from well-targeted social media marketing.
Services: Including but not limited to social media management, influencer marketing, video production, social media advertisements, and campaign planning.
Why Choose Them: For this reason, Social Beat’s creative approach in line with analysis-based strategies makes it ideal for companies that want to enhance their results from social media.
BrandLoom
Overview: BrandLoom is one of the leading social media companies in Delhi which focus on the brand building strategy. They are interested in developing powerful brand images in the eyes of the consumers through the best strategies that can be employed in social media.
Services: Social media marketing, content creation, paid social, influencer marketing, and community management.
Why Choose Them: BrandLoom distinguishes as a social media management agency in Delhi with its focus on brand narrative and interaction.
Techmagnate
Overview: Techmagnate is a digital marketing company that provides service on social media marketing. They are a team of professionals that are conversant with the art of developing social media marketing strategies that yield results.
Services: Social media posting, blog writing, paid campaigns on social media, social media optimization, and reporting.
Why Choose Them: Techmagnate has what it takes to provide technical support while delivering quality content which is why it is a perfect agency for businesses that want to boost their social media visibility.
Pinstorm
Overview: Pinstorm is a leading social media advertising agency in Delhi and one of the few agencies that are outcomes focused. Their core competence is to create paid social media campaigns that will produce tangible business results.
Services: Services include social media ads, social media campaigns, content development, and reporting.
Why Choose Them: Pinstorm strengths in generating return on investment through the use of social media advertising makes it a perfect partner for companies that seek to expand their business.
Some of the Major Services provided by Social Media Agencies in Delhi are as Follows:
Social media marketing companies in Delhi provide a variety of services to cater the needs of the business. Here are some of the key services you can expect:
Social Media Management
This service entails posting content to your social media platforms, creating content, scheduling content and interacting with your customers. A social media management agency in Delhi thus makes sure that your brand is as active and interesting as possible on the various social media platforms.
Content Creation
Content is the king as far as social media marketing is concerned. Agencies design attractive images, videos and texts that will interest your target audience and put across your message in the best way.
Social Media Advertising
Promoting goods through sponsored posts on social networking sites is an efficient strategy to get to more people.
A social media advertising company in Delhi will create and manage ads to capture a certain audience, to get traffic, leads, and sales.
Influencer Marketing
Thus, cooperation with influencers is a great way to increase your brand’s exposure and its credibility. In Delhi social media companies assist in the identification of influencers who can complement your brand and develop effective campaigns.
Analytics and Reporting
One of the most important aspects of social media marketing is to be able to monitor the results of your endeavours. Agencies offer specific analytics reports that give an understanding of the engagement, reach, and conversion rates, which enables adjustments.
In this article, I will guide you on how to select the best social media management agency in Delhi.
The condition is that there are numerous firms offering social media management services in Delhi, making it difficult to select the right one. Here are some factors to consider when making your decision:
Experience and Expertise: Search for an agency that has a good accomplishment history in the field of your business. They are in business long enough to know that there is more to marketing than just throwing darts at the wall and seeing where they stick and this will benefit you because they will know your market and the kind of strategies that will be most effective for your target audience.
Range of Services: It is better to select an agency that can provide you all the services that you need, from social media promotion to advertising and statistics. This way, you will be certain that all the elements of your social media plan have been captured.
Client Testimonials: Look at the testimonials and case studies provided by the clients to know more about the agency. This is evident if other businesses that have had an opportunity to engage the agency have something positive to say about the agency.
Budget: Look at your financial plan and the charges of the agency. As it goes with any business, it is crucial to work with professional services; make sure that the agency’s fees correspond to your budget and the expected outcomes.
Conclusion
Social media marketing has become the key element in the business world of Delhi and not using social media is a disadvantage. Whether you are a small business or a big corporation, hiring a social media marketing company in Delhi can assist you in achieving your business goals.
These agencies are capable of handling your daily social media management right up to designing and executing a strategic ad campaign. Thus, identifying the right social media management agency in Delhi will help you to tap in the huge potential that social media marketing has to offer to your business.
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Discover the Future of Image Search with Galambo: AI-Powered Insights at Your Fingertips
Ever wished you could unlock hidden details in your images with a single click? Galambo, the state-of-the-art AI-driven image search engine, turns that wish into reality by offering an unprecedented level of detail and context for every photo.
Galambo is revolutionizing how we interact with visual content through its advanced artificial intelligence technology. Unlike traditional image search tools, Galambo delves deep into each image, providing a rich tapestry of information that goes far beyond simple recognition. This enhanced capability makes it a game-changer for anyone looking to gain more from their visual assets.

The heart of Galambo’s technology lies in its AI-powered predictive search. When you upload an image, Galambo’s sophisticated algorithms analyze its contents and suggest relevant queries based on the image's details. This feature significantly speeds up the search process and ensures that you get highly accurate results, optimizing your workflow and saving valuable time.
Another notable aspect of Galambo is its dynamic interactive search feature. Instead of passively viewing images, you can click on various elements within them to access additional information and related content. This interactive approach transforms image searching into an engaging and informative experience, allowing you to explore visuals in a more meaningful way.
Galambo’s integration capabilities further enhance its usefulness. It links with mapping services to identify locations, taps into extensive databases for in-depth information, and connects with social media platforms to provide broader context. This seamless integration makes Galambo a versatile tool for multiple applications, from research to marketing and beyond.
Security is a priority for Galambo, with robust measures in place to protect your data. This ensures that your image searches and analyses are conducted with the highest level of privacy and security.
In conclusion, Galambo stands out as a leading AI-powered image search engine, offering advanced features that redefine how we interact with visual content. Its predictive search capabilities, interactive features, and comprehensive integrations make it an indispensable tool for those seeking to maximize their image analysis. Discover how Galambo can elevate your approach to visual content by visiting Galambo.
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Blogging in the era of TikTok and Instagram ///!!
In today's digital environment, it is important to consider if blogging is still relevant in the era of TikToks and Instagram. We may take into account a number of factors, such as communities, socialisation, digital data, and organisations, to investigate this subject.
Communities:
Blogging: Historically, specialised groups and subject matter experts have used blogging as a platform. Bloggers frequently provide material that appeals to specialised interests and subject matter. These groups of people may be incredibly helpful and engaging. TikTok and Instagram: These two platforms also contain communities, although their behaviours are usually rather different. Platforms for sharing short movies and images build communities around popular culture trends, influencers, and aesthetic ideas. Instead of extended conversations, engagement frequently consists of likes, comments, and shares.
Socialisation:
Blogging: Blogging enables in-depth topic investigation and fosters deliberative dialogue through comments. It encourages long-form material that encourages in-depth discussion and analysis. TikTok and Instagram are two sites that emphasise rapid and attractive content more than others. Through likes, emoticons, and brief remarks, they promote social interaction. The exchanges are frequently more informal and centred on visuals.
Digital Data:
Blogging: A considerable volume of text is produced by blogs. This information may be used for SEO (Search Engine Optimisation), making it an important source of organic traffic over the long run. Bloggers may get in-depth information about user behaviour and content performance from analytics tools. TikTok and Instagram are two social media sites that produce a lot of graphic and video content. Although they provide analytics tools, the data may be more difficult to understand and the content's shelf life is frequently shorter owing to the frequent revisions.
Organisations:
Blogging: For content marketing, thought leadership, and SEO, many organisations continue to see value in blogging. A technique to build authority and offer in-depth information is through blogs. Organisations frequently utilise TikTok and Instagram for visual marketing, influencer collaborations, and brand recognition. Short-form material might be useful for swiftly reaching larger audiences.
In conclusion, the objectives and tastes of content producers and users will determine if blogging is still relevant in the TikTok and Instagram era.
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