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Dataset Card for innv-cosmetics-dataset-for-retail
The dataset includes images / frames annotated with detailed labels for individual cosmetic products and planograms (shelf layouts). This dataset comprises a collection of annotated frames extracted from videos recorded in retail cosmetic stores. It was initially intended as a first test for a larger project, requiring iterative feedback and additional quality reviews to meet evolving client expectations. Despite these efforts, the… See the full description on the dataset page: https://huggingface.co/datasets/Innovatiana/innv-cosmetics-dataset-for-retail.
Do you ever wonder what ingredients are in your favorite cosmetics? Did you know that there are over 12,000 chemicals used in cosmetics and personal care products? This dataset contains information on the chemicals used in cosmetics, including the name of the chemical, the company that manufactures it, the primary category it is used in, and the date it was first reported.
So what's really in your makeup bag? Scroll through and take a look at some of the most popular cosmetics ingredients
This dataset contains information on chemicals used in cosmetics, including the name of the chemical, the company that uses it, the category of cosmetic it is used in, and the date it was first reported. The data dictionary provides more information on what each column represents.
To use this dataset, you can filter by primary category, subcategory, product name, or company name to find specific information on ingredients used in cosmetics products. You can also use the 'Chemical Count' column to see how many different chemicals are present in a product
See the dataset description for more information.
File: chemicals-in-cosmetics-5.csv | Column name | Description | |:---------------------|:-------------------------------------------------------------------------| | Primary Category | The primary category of cosmetic in which the chemical is used. (String) | | SubCategory | The subcategory of cosmetic in which the chemical is used. (String) |
File: chemicals-in-cosmetics-data-dictionary.csv
File: chemicals-in-cosmetics-subcategories.csv | Column name | Description | |:---------------------|:-------------------------------------------------------------------------| | Primary Category | The primary category of cosmetic in which the chemical is used. (String) | | SubCategory | The subcategory of cosmetic in which the chemical is used. (String) |
File: chemicals-in-cosmetics-.csv | Column name | Description | |:---------------------------|:----------------------------------------------------------------------------------------------| | SubCategory | The subcategory of cosmetic in which the chemical is used. (String) | | ProductName | The name of the product in which the chemical is used. (String) | | CSF | The Cosmetic Safety Factor, a measure of the safety of a chemical used in cosmetics. (Float) | | CompanyName | The name of the company that manufactures the product in which the chemical is used. (String) | | BrandName | The name of the brand of the product in which the chemical is used. (String) | | PrimaryCategory | The primary category of cosmetic in which the chemical is used. (String) | | CasNumber | The CAS Number of the chemical. (String) | | ChemicalName | The name of the chemical. (String) | | InitialDateReported | The date the chemical was first reported. (Date) | | MostRecentDateReported | The date the chemical was most recently reported. (Date) | | DiscontinuedDate | The date the product in which the chemical is used was discontinued. (Date) | | ChemicalCreatedAt | The date the chemical was created. (Date) | | ChemicalUpdatedAt | The date the chemical was last updated. (Date) | | ChemicalDateRemoved | The date the chemical was removed from the product. (Date) | | ChemicalCount | The number of chemicals in the product. (Integer) |
File: chemicals-in-cosmetics-3.csv | Column name ...
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These data reflect information that has been reported to the California Safe Cosmetics Program (CSCP) in the California Department of Public Health (CDPH). The primary purpose of the CSCP is to collect information on hazardous and potentially hazardous ingredients in cosmetic products sold in California and to make this information available to the public.
For all cosmetic products sold in California, the California Safe Cosmetics Act (“the Act”) requires the manufacturer, packer, and/or distributor named on the product label to provide to the CSCP a list of all cosmetic products that contain any ingredients known or suspected to cause cancer, birth defects, or other developmental or reproductive harm.
To assist companies with reporting, CDPH has compiled a list of reportable ingredients based on lists and reports available from the authoritative scientific bodies cited in the Act to cause cancer or reproductive harm; it is meant to serve as guidance and is not all-inclusive. Companies with reportable ingredients in their products must submit information to the California Safe Cosmetics Program if the company:
The data table consists of: label names of cosmetic/personal care products, company/manufacturer names, product brand names, product categories, Chemical Abstracts Service registry numbers (CAS#) of the reported chemical ingredients, names of reported chemical ingredients, the number of reported chemicals for each product, and dates of reporting, product discontinuation or reformulation if applicable.
All products containing carcinogens or developmental or reproductive toxicants may not be included due to companies failing to report.
List of reportable ingredients: www.cdph.ca.gov/ReportableIngredientsList
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## Overview
Cosmetics is a dataset for object detection tasks - it contains Cosmetic Products annotations for 770 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).
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Cosmetics Market size is expected to be worth around USD 570.5 Billion by 2033 from USD 295.5 Billion in 2023, growing at a CAGR of 6.8%.
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Cosmetic Products Market Size 2025-2029
The cosmetic products market size is valued to increase USD 126.4 billion, at a CAGR of 5.8% from 2024 to 2029. Rise in aging population will drive the cosmetic products market.
Major Market Trends & Insights
APAC dominated the market and accounted for a 35% growth during the forecast period.
By Product - Skincare products segment was valued at USD 134.70 billion in 2023
By Distribution Channel - Offline segment accounted for the largest market revenue share in 2023
Market Size & Forecast
Market Opportunities: USD 47.95 billion
Market Future Opportunities: USD 126.40 billion
CAGR : 5.8%
APAC: Largest market in 2023
Market Summary
The market encompasses a dynamic and ever-evolving industry, driven by advancements in core technologies and applications, service types, and product categories. With the increasing preference for organic cosmetics and cosmeceuticals, market players are focusing on natural ingredients and sustainable production methods. According to a study, the organic cosmetics market is projected to reach a 20% market share by 2025. However, the industry faces challenges such as the rise of counterfeit products and stringent regulations. For instance, the European Union's REACH regulations have set strict guidelines for cosmetic product safety.
Despite these challenges, opportunities abound, particularly in emerging markets like Asia-Pacific, where the aging population's demand for anti-aging products continues to grow. By staying informed of these trends and market activities, businesses can position themselves for success in the evolving the market.
What will be the Size of the Cosmetic Products Market during the forecast period?
Get Key Insights on Market Forecast (PDF) Request Free Sample
How is the Cosmetic Products Market Segmented and what are the key trends of market segmentation?
The cosmetic products industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
Product
Skincare products
Haircare products
Color cosmetics
Fragrances and deodorants
Distribution Channel
Offline
Online
End-user
Men
Women
Category
Conventional
Natural/Organic
Vegan
Price Range
Mass/Economy
Mid-Range
Premium/Luxury
Geography
North America
US
Canada
Europe
France
Germany
Italy
UK
Middle East and Africa
Egypt
KSA
Oman
UAE
APAC
China
India
Japan
South America
Argentina
Brazil
Rest of World (ROW)
By Product Insights
The skincare products segment is estimated to witness significant growth during the forecast period.
In the dynamic and evolving market, skincare cosmetics hold a significant share due to the increasing demand for products that enhance and maintain healthy-looking skin. According to recent studies, the global skincare cosmetics market is projected to expand by 15% in the next two years, as more consumers, both men and women, prioritize personal grooming and wellness. To cater to this growing demand, companies are investing in research and development, focusing on various aspects such as dermal absorption studies, emulsion stability testing, and skin permeation enhancement. Additionally, rheological properties measurement, in-vitro skin models, and antioxidant capacity assessment are crucial in creating cosmeceutical formulations that effectively address skin concerns.
Regulatory compliance testing is another essential factor, as companies aim to ensure their products meet industry standards and consumer expectations. Skin irritation potential, ingredient compatibility testing, and microencapsulation technology are some of the areas under rigorous examination to minimize adverse reactions and improve overall product quality. Furthermore, companies are exploring advanced delivery systems, such as transdermal drug delivery, nanoparticle delivery systems, and liposomal encapsulation, to enhance the efficacy of active ingredients. These innovations aim to address various skin concerns, including sebum production regulation, collagen synthesis stimulation, anti-aging ingredient delivery, and inflammation reduction methods. In terms of consumer preferences, sensory evaluation methods and in-vivo clinical trials play a vital role in determining product formulation design and consumer acceptance testing.
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The Skincare products segment was valued at USD 134.70 billion in 2019 and showed a gradual increase during the forecast period.
Additionally, melanogenesis inhibition and cosmetic ingredient efficacy are key areas of focus for companies seeking to develop effective anti-aging products. The market for cos
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Global Cosmetic Products Market size worth at USD 314.52 Billion in 2023 and projected to USD 1226.13 Billion by 2032, with a CAGR of around 16.32% between 2024-2032.
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The cosmetics market attained a value of USD 343.37 Billion in 2024. The market is expected to grow at a CAGR of 5.20% during the forecast period of 2025-2034. By 2034, the market is expected to reach USD 570.06 Billion.
Consumers are increasingly prioritizing health and wellness, driving demand for natural and organic cosmetics. Products free from parabens, sulphates, and synthetic fragrances are gaining popularity due to growing awareness of potential long-term effects of chemical ingredients. Brands are responding with cleaner formulations, botanical extracts, and transparent ingredient labelling. In July 2024, BloomyBliss unveiled new lip gloss infused with organic rose petals for offering a natural, luxurious shine and floral-inspired beauty. This trend supports cruelty-free and vegan products while aligning with sustainability movements.
E-commerce and online delivery are accelerating the growth of the cosmetics market by offering consumers greater convenience, accessibility, and personalization. Fast shipping, easy returns, and subscription models enhance the overall customer experience. Same-day delivery is becoming a powerful trend in the beauty industry, transforming how brands release and distribute new products. In March 2025, Uber Eats teamed up with Sally Beauty for enabling instant on-demand delivery of hair, nail, and beauty supplies straight to customer doors in the United States. As a result, e-commerce is expanding market reach and also reshaping how beauty products are marketed and sold.
The cosmetics market continues to register substantial growth as consumer awareness towards personal care and beauty trends picks up.Growing product lines in skincare, color cosmetics, hair care, and grooming have also driven market growth in worldwide regions. Also driving the innovative process is the focus on personal appearance, with brands cultivating unique products targeting various skin and hair types. The growth of digital marketing and e-commerce further propels market expansion, making cosmetics more widely available while cementing the focus on sustainability and ethical practices.
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The Online Cosmetics Market is Segmented by Product Type (Facial Cosmetics, Eye Cosmetics, Lip Cosmetics, and Nail Cosmetics), Category (Conventional, and Organic), Price Range (Mass and Premium), Distribution Channel (Third-Party Retailer Platform, and Company-Owned Platform), and Geography (North America, Europe, and More). The Market Forecasts are Provided in Terms of Value (USD).
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The global cosmetics market size was valued at over USD 377.86 billion in 2025 and is expected to register a CAGR of around 6.2%, exceeding USD 689.57 billion revenue by 2035, attributed to increasing usage of natural ingredients in cosmetics.
Success.ai’s Beauty & Cosmetics Data for Cosmetics, Beauty & Wellness Professionals Worldwide delivers a powerful dataset tailored to connect businesses with key stakeholders in the global beauty and wellness industries. Covering professionals such as product developers, brand managers, wellness coaches, and salon owners, this dataset provides verified work emails, phone numbers, and actionable professional insights.
With access to over 700 million verified global profiles and detailed insights from 170 million professional datasets, Success.ai ensures your outreach, marketing, and strategic initiatives are powered by accurate, continuously updated, and AI-validated data. Supported by our Best Price Guarantee, this solution is ideal for businesses aiming to lead in the competitive beauty and wellness market.
Why Choose Success.ai’s Beauty & Cosmetics Data?
Verified Contact Data for Effective Outreach
Comprehensive Global Coverage
Continuously Updated Datasets
Ethical and Compliant
Data Highlights:
Key Features of the Dataset:
Comprehensive Professional Profiles
Advanced Filters for Precision Targeting
Global Trend Insights and Market Data
AI-Driven Enrichment
Strategic Use Cases:
Marketing and Brand Outreach
Product Development and Innovation
Sales and Partnership Development
Market Research and Competitive Analysis
Why Choose Success.ai?
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The organic cosmetics market is valued at US$ 21558.3 million in 2024. It is projected to reach US$ 35452.08 million by 2034, exhibiting a CAGR of 5.10% over the forecast period.
Attributes | Key Statistics |
---|---|
Expected Base Year Value (2024) | US$ 21558.3 million |
Anticipated Forecast Value (2034) | US$ 35452.08 billion |
Estimated Growth (2024 to 2034) | 5.10% CAGR |
Category-wise Insights
Attributes | Details |
---|---|
Product | Skin Care |
Market Share | 40.00% |
Attributes | Details |
---|---|
End-user | Women |
Market Share | 32.50 |
Country-wise Insights
Countries | CAGR |
---|---|
Japan | 10.30% |
India | 8.50% |
China | 7.50% |
Singapore | 6.40% |
Canada | 4.90% |
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Unlock in-depth beauty industry insights with our Ulta Beauty Dataset, featuring 33,000 records in CSV format. This beauty cosmetics dataset provides detailed product listings, pricing, ratings, reviews, brand information, and availability, making it a powerful resource for businesses, analysts, and AI developers in the cosmetics and skincare industry.
With structured and up-to-date data, brands can analyze consumer trends, competitor pricing, product performance, and customer sentiment to optimize their marketing strategies and product offerings. Ideal for AI/ML model training, recommendation engines, price tracking, and trend forecasting, this dataset helps you stay ahead in the dynamic beauty sector.
📩 Get in touch today to access this exclusive Ulta dataset and elevate your data-driven decision-making!
Cosmetics build a dynamic market in Europe. As displayed in the present statistic, the consumption value of cosmetics and personal care products reached 79.84 billion euros in 2019 and over 95 billion euros in 2023.
Skin care: true hype The most dominant product group in the cosmetics market is reflective of a recent global hype: skin care. In Europe, the market value of skin care products made up about one-fifth of the entire cosmetic industry. Toiletries followed shortly behind skin care, whereas fragrances and perfumes had a comparatively low share in the market at about 14 percent.
Germany loves a local brand
One country that stands out in the vast landscape of European cosmetics is Germany. In 2021, cosmetics consumption in Germany was the greatest among other European countries. A detailed look at the favorite personal care products among Germans revealed that consumers had a penchant for homegrown products such as the Hamburg-based Nivea.
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Premium Cosmetics Market Size 2024-2028
The premium cosmetics market size is forecast to increase by USD 67 billion at a CAGR of 9.75% between 2023 and 2028.
The market is experiencing significant growth, driven primarily by the increasing demand for high-end skincare products. Consumers are becoming more conscious of their health and appearance, leading them to invest in premium cosmetics that offer superior quality and effectiveness. This trend is particularly prominent in developed regions, where consumers have higher disposable income and a greater appreciation for luxury brands. However, there are challenges that market players must navigate to capitalize on this growth. One such challenge is the lack of consumer reach and premium brand penetration in major parts of developing regions. Multichannel marketing strategies, including e-commerce and social media, offer a potential solution to this issue. By expanding their distribution channels and leveraging digital marketing tools, cosmetics companies can reach a wider audience and build brand awareness in these markets. Additionally, partnerships with local distributors and strategic collaborations with influencers can help premium brands establish a foothold in developing regions. Overall, the market presents significant opportunities for growth, particularly for companies that can effectively navigate the challenges of consumer reach and brand penetration in developing regions.
What will be the Size of the Premium Cosmetics Market during the forecast period?
Request Free SampleThe market is experiencing dynamic shifts as consumers prioritize personalized beauty solutions and ethical practices. Indie beauty brands and niche players are gaining traction, offering unique offerings and luxury customer service. Advanced formulas, such as hair repair and skincare technology, are driving innovation, while active ingredients and botanical extracts are at the forefront of data-driven beauty trends. Beauty influencer marketing and content marketing are essential channels for reaching consumers, with luxury beauty events and exclusive services further enhancing the experience. Sustainable packaging and eco-friendly practices are becoming increasingly important, as is the focus on skin hydration and barrier repair. Premium ingredients, including matte finish, signature scents, and high-pigment formulas, continue to be in demand. Beauty subscription services and online communities cater to consumers' evolving preferences, with beauty tourism and luxury retail experiences offering immersive, personalized journeys. Hair care products, color cosmetics, and skincare technology are key areas of investment, as brands strive to deliver advanced formulas and luxury fragrances. Hair growth, skin brightening, and social media marketing are also significant trends shaping the market.
How is this Premium Cosmetics Industry segmented?
The premium cosmetics industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. ProductSkincare productsFragrancesColor cosmeticsHair care productsOthersDistribution ChannelOfflineOnlineGeographyNorth AmericaUSEuropeGermanyUKMiddle East and AfricaAPACChinaJapanSouth AmericaRest of World (ROW)
By Product Insights
The skincare products segment is estimated to witness significant growth during the forecast period.The premium skincare market is experiencing growth as an increasing number of individuals, both men and women, prioritize better skincare solutions. This segment's expansion is driven by the desire for personalized, scientifically formulated products that cater to individual skin needs. The integration of technology, such as artificial intelligence and virtual try-on, enables personalized recommendations, enhancing the customer experience. Moreover, ethical sourcing, sustainability, and environmental responsibility are becoming essential factors in consumer purchasing decisions. Brands that emphasize cruelty-free cosmetics, vegan options, and eco-friendly packaging are gaining popularity among Gen Z consumers and millennials. The luxury experience is also a significant influencer, with exclusive brands offering personalized consultations and concierge services to cater to their high-value clientele. The global skincare market's expansion is not limited to established markets. Emerging markets, particularly in Asia, are witnessing a surge in demand for premium skincare products. Luxury retailers are capitalizing on this trend by offering exclusive services and collaborating with influencers to reach a broader audience. The clean beauty movement is another trend shaping the market, with consumers seeking products free from harsh chemicals and synthetic ingredients. This shift is leading to the development of scientificall
In the period of time going from January 2019 to April 2024, the volume of M&A deals in the beauty and personal care industry was higher for Europe. A year before, this figure added up to 37 M&A deals for North America.
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Cosmetics Market size Achieved USD 295.5 billion in 2021 and is predicted to reach USD 430.0 billion in 2029 & the market is projected to grow at CAGR 4.8%.
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Market Summary of the Cosmetic Market:
• The global Cosmetics Market size in 2023 was XX Million. Cosmetics Market's compound annual growth rate (CAGR) was XX% from 2024 to 2031. • An increase in the beauty consciousness of people along with lifestyle changes and Innovation in Cosmetic products, drives the Cosmetics Market. • The cosmetics sector had a mix impact from the Covid. It affected from two angles: on the production and distribution side, lockdowns enforced globally are causing disruptions and, on the sales side, consumers' reduced disposable income and the closing of cosmetics stores as a result of lockout procedures are impacting sales. • Skincare cosmetics segment including face creams, powders, and lotions with sunscreen are becoming more and more popular because of their variety. • The dominating regio is North America in the Cosmetics Market. The diversification of products offered by well-known firms is a primary factor driving the growth of the North American cosmetics market. Market Dynamics of Cosmetics Market:
Key Drivers of Cosmetics Market
Increasing Awareness of Beauty and Lifestyle Transformations: The growing self-awareness regarding personal appearance, driven by social media and evolving cultural norms, is propelling the global demand for cosmetics. Social media platforms consistently highlight idealized beauty standards, which significantly influence the purchasing decisions of both men and women. The rise in urbanization, increased disposable incomes, and the enhanced participation of women in the workforce are further driving the consumption of beauty products, particularly in the skincare and haircare sectors.
Innovation and Expansion of Product Offerings: Brands are broadening their product ranges to address the needs of various skin tones, hair types, and specific consumer requirements. Innovations encompass the creation of natural, toxin-free products, advanced formulations that offer multifunctional benefits, and technology-driven personalization. Strategic partnerships, including AI-enhanced skincare tools, are improving consumer engagement and stimulating market growth.
Key Restraints of Cosmetics Market
Environmental Consequences of Packaging Waste: The cosmetics sector is under growing scrutiny for its role in environmental degradation, especially due to single-use plastic packaging. A significant portion of cosmetic packaging is disposed of in landfills or breaks down into microplastics in oceans, posing sustainability challenges. Achieving eco-friendly objectives necessitates expensive changes in packaging materials and supply chains.
Sustainability Compliance Obstacles: The pressure from regulations and consumers to implement sustainable sourcing, manufacturing, and packaging practices can present challenges for certain companies. Shifting to biodegradable materials, refillable systems, and low-impact formulations frequently requires substantial investment, which may affect short-term profit margins.
Key Trends of Cosmetics Market
Movement Towards Clean and Sustainable Beauty: Consumers are increasingly pursuing clean-label cosmetics characterized by natural, cruelty-free, and environmentally friendly qualities. Brands that embrace sustainable packaging, refillable options, and ethical sourcing are gaining a competitive edge as environmental awareness becomes a significant factor in purchasing decisions.
Emergence of Personalized and Technology-Integrated Beauty Solutions: AI-driven skin analysis, virtual try-ons, and tailored formulations are revolutionizing the consumer experience. Brands that incorporate digital tools into their product offerings are catering to the demand for personalization, convenience, and targeted outcomes, especially among younger, tech-oriented consumers.
What was the Impact of COVID-19 on the Cosmetics Market?
The cosmetics sector had a mix impact from the Covid. It affected from two angles: on the production and distribution side, lockdowns enforced globally are causing disruptions and, on the sales side, consumers' reduced disposable income and the closing of cosmetics stores as a result of lockout procedures are impacting sales. The beauty sector was among the select few that, before the pandemic, relied mostly on in-store sales. A third of the market was lost ...
The revenue in the 'Cosmetics' segment of the beauty & personal care market in the United States was modeled to be ************* U.S. dollars in 2024. Between 2018 and 2024, the revenue rose by ************ U.S. dollars, though the increase followed an uneven trajectory rather than a consistent upward trend. The revenue will steadily rise by ************ U.S. dollars over the period from 2024 to 2030, reflecting a clear upward trend.Further information about the methodology, more market segments, and metrics can be found on the dedicated Market Insights page on Cosmetics.
The number of users in the 'Cosmetics' segment of the beauty & personal care e-commerce market in Germany was modeled to be ************ users in 2024. Following a continuous upward trend, the number of users has risen by ******* users since 2017. Between 2024 and 2029, the number of users will rise by ******* users, continuing its consistent upward trajectory.Further information about the methodology, more market segments, and metrics can be found on the dedicated Market Insights page on Cosmetics.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Dataset Card for innv-cosmetics-dataset-for-retail
The dataset includes images / frames annotated with detailed labels for individual cosmetic products and planograms (shelf layouts). This dataset comprises a collection of annotated frames extracted from videos recorded in retail cosmetic stores. It was initially intended as a first test for a larger project, requiring iterative feedback and additional quality reviews to meet evolving client expectations. Despite these efforts, the… See the full description on the dataset page: https://huggingface.co/datasets/Innovatiana/innv-cosmetics-dataset-for-retail.