Fashion & E-Commerce Datasets Collection

  • Posted by maadaa
  • November 17, 2022
  • Updated 3:33 pm
fashion datasets maadaa

Keywords: clothing classification, clothing pattern classification, clothing fabric classification, clothing key point detection, clothing & human body semantic, segmentation, scarf fabric segmentation, E-Commerce datasets

Based on our comprehensive accumulations of Fashion and E-Commerce technologies and application scenarios, maadaa.ai has been developing a series of standard datasets, which can help industrial and academic customers accelerate AI innovations in Fashion and E-Commerce.

These datasets include tasks such as clothing classification, clothing pattern classification, clothing fabric classification, clothing key point detection, clothing, and human body semantic segmentation, scarf fabric segmentation, and E-Commerce relevant OCR datasets, etc.

1. Human-related Datasets

1.1 Single-person Portrait Matting Dataset 

Data ID: MD-Image-003

Volume: About 50k

Fine segmentation of personal portrait areas, including hair, ears, fingers, etc. Images are with variable postures and hairstyles.

Link: https://maadaa.ai/dataset/single-person-portrait-matting-dataset/

Single-person Portrait Matting Dataset maadaa.ai

 

1.2 Eastern Asia Single-person Portrait Segmentation Dataset 

Data ID: MD-Image-004

Volume: About 50k

Pixel-level fine segmentation of Eastern Asia person portrait images with variable postures in variable scenarios like indoor, outdoor, street, sport, etc.

Link: https://maadaa.ai/dataset/eastern-asia-single-person-portrait-segmentation-dataset/

 Eastern Asia Single-person Portrait Segmentation Dataset | maadaa

 

1.3 Human Body Semantic Segmentation Dataset

Data ID: MD-Image-005

Volume: About 100k

Semantic segmentation of nineteen human body areas including face, left/right arm, etc. 

Link: https://maadaa.ai/dataset/human-body-semantic-segmentation-dataset/

Human Body Semantic Segmentation Dataset maadaa.ai

 

1.4 Face Parsing Dataset 

Data ID: MD-Image-006

Volume: About 100k

Semantic segmentation of eighteen facial areas including hair, left/right eyebrow, etc. 

Link: https://maadaa.ai/dataset/face-parsing-dataset/

Face Parsing Dataset | maadaa

 

1.5 Indoor Multiple Person & Object Segmentation Dataset

Data ID: MD-Image-009

Volume: 7500 images

Semantic segmentation of human body areas, clothing, accessory and indoor object. There are 5~6 individuals on each drama image, covering Asian, American and English.

Link: https://maadaa.ai/dataset/indoor-multiple-person-object-segmentation-dataset/

Single-person Portrait Matting Dataset | maadaa

 

1.6 Indoor Facial 75 Expressions Dataset

Data ID: MD-Image-011

Volume: About 20k

75 facial expression category tags with keypoints for 60 people in indoor scenarios.

Link: https://maadaa.ai/dataset/facial-75-expressions-dataset/

Indoor Facial 75 Expressions Dataset | maadaa

 

1.7 Indoor Facial 182 Keypoints Dataset

Data ID: MD-Image-012

Volume: 28000 images

182 facial expression category tags with keypoints for 60 people in indoor scenarios.

Link: https://maadaa.ai/dataset/facial-182-keypoints-dataset/

Indoor Facial 182 Keypoints Dataset | maadaa

 

1.8 Portrait Segmentation

Data ID: MD-Image-015

Volume: About 294.5k

Contour/instance/semantic segmentation of live screenshots, covering single/multiple people and accessories.

Link: https://maadaa.ai/dataset/portrait-segmentation/

 

1.9 Human Body Segmentation

Data ID: MD-Image-016

Volume: About 85.7k

Semantic segmentation of human bodies including trunks, arms, backgrounds, etc.

Link: https://maadaa.ai/dataset/human-body-segmentation-2/Human Body Segmentation Dataset

 

1.10 Indoor Multiple Scenarios and Persons Semantic Segmentation

Data ID: MD-Image-018

Volume: About 54k

Semantic segmentation of images with multiple persons in urban, natural and indoor scenes. The human body parts include the head, trunk, accessories and backgrounds.

Link: https://maadaa.ai/dataset/multiple-scenarios-and-persons-semantic-segmentation/

Indoor Multiple Scenarios And Persons Semantic Segmentation | maadaa

 

1.11 Facial Parts Semantic Segmentation

Data ID: MD-Image-019

Volume: About 2,791.7k

Bounding box and semantic segmentation of face area. The facial part categories include skin, left/right eyes, left/right eyebrow nose, accessories, etc.

Link: https://maadaa.ai/dataset/facial-parts-semantic-segmentation/

Facial Parts Semantic Segmentation Dataset maadaa.ai

 

1.12 Human Body High Precision Segmentation

Data ID: MD-Image-022

Volume: About 424.8k

High-precision segmentation of the human body, clothing, face, skin, caps, hair, accessories, backgrounds, etc.

Link: https://maadaa.ai/dataset/human-body-high-precision-segmentation/

 

1.13 Hair Semantic Segmentation

Data ID: MD-Image-035

Volume: About 32.2k

 High-precision contour segmentation and semantic segmentation of hair.

Link: https://maadaa.ai/dataset/hair-semantic-segmentation/

Hair Semantic Segmentation Dataset maadaa

 

1.14 Lips Segmentation

Data ID: MD-Image-037

Volume: About 13.9k

Semantic segmentation of lip areas including upper and lower lip areas.

Link: https://maadaa.ai/dataset/lips-segmentation/

Lips Segmentation Dataset

 

1.15 Human Contour Segmentation and Keypoints

Data ID: MD-Image-048

Volume: About 14.4k

Key points of human body include nose, arms, shoulders, elbows, wrists, etc.

Link: https://maadaa.ai/dataset/human-contour-segmentation-and-keypoints/

Human Contour Segmentation And Keypoints Dataset

 

1.16 Nails Contour Segmentation

Data ID: MD-Image-051

Volume: About 5.9k

Semantic segmentation of the contour of fingernails.

Link: https://maadaa.ai/dataset/nails-contour-segmentation/

Nails Contour Segmentation Dataset maadaa.ai

 

1.17 Segmentation and Key Points of Human Body 

Data ID: MD-Image-053

Volume: About 6.6k

Instance/ semantic segmentation of human body with 27 categories of body parts and 24 key points.

Link: https://maadaa.ai/dataset/segmentation-and-key-points-of-human-body/

 

1.18 Human Portrait Matting 

Data ID: MD-Video-005

Volume: About 1.7k

Instance/semantic segmentation of humans in diversified scenes such as dancing, talent shows, movies, and TV stories. Total 19 categories are labeled, including background, face, hair, top, etc.

Link: https://maadaa.ai/dataset/high-precision-human-body-segmentation/

Human Body Parts Fine Segmentation Dataset maadaa.ai

 

1.19 Upper Eyelid Segmentation

Data ID: MD-Image-032

Volume: About 2.4k

Semantic segmentation of upper eyelid.

Link: https://maadaa.ai/dataset/upper-eyelid-segmentation/

 

2. Fashion datasets

2.1 Clothing Classification Dataset 

Data ID: MD-Fashion-1

Volume: About 2M

Internet-collected images cover typical scenarios such as e-commerce, fashion shows, social media and offline user-generated content, etc. More than 80 categories of labels, covering gender, clothing types, styles, scenarios, etc with bounding box and classification. 

Link: https://maadaa.ai/dataset/clothing-classification-dataset/Clothing Classification Dataset

 

2.2 Clothing Pattern Classification Dataset

Data ID: MD-Fashion-2

Volume: About 200k

Internet-collected images cover typical scenarios such as e-commerce, fashion shows, social media, offline user-generated content, etc. More than 30 categories of common patterns with bounding box and classification.

Link: https://maadaa.ai/dataset/clothing-pattern-classification-dataset/

maadaa md-fashion-2

 

2.3 Clothing Segmentation Dataset 

Data ID: MD-Fashion-3

Volume: About 500k

Internet-collected images cover typical scenarios such as e-commerce, fashion shows, social media, offline user-generated content, etc with semantic segmentation, including the main human parts, clothing, accessories, etc.

Link: https://maadaa.ai/dataset/clothing-segmentation-dataset/

 

2.4 Clothing Segmentation and Fabrics Classification

Data ID: MD-Fashion-4

Volume: About 200k

Internet-collected images cover typical scenarios such as e-commerce, fashion shows, social media, offline user-generated content, etc with classification and segmentation, including 11 common fabric categories and 80 clothing types.

Link: https://maadaa.ai/dataset/fabrics-classification-dataset/

maadaa md-fashion-4

 

2.5 Clothing Keypoints Dataset

Data ID: MD-Fashion-5

Volume: About 1M

Internet-collected images cover typical scenarios such as e-commerce, fashion shows, social media, offline user-generated content, etc. Classified label, bounding box, and key points with 80 clothing types. 

Link: https://maadaa.ai/dataset/clothing-keypoints-dataset/

MD-Fashion-5

 

2.6 Person and Clothes Semantic Segmentation

Data ID: MD-Image-026

Volume: About 197.1k

Instance/semantic segmentation of person and clothes. including categories of background, outfit and body parts.

Link: https://maadaa.ai/dataset/person-and-clothes-semantic-segmentation/

Person And Clothes Semantic Segmentation Dataset

 

2.7 Clothes Segmentation 

Data ID: MD-Image-027

Volume: About 14.3k

Semantic segmentation of clothes with 30 target categories like backgrounds, outfits, human bodies, mobile phones and other large accessories.

Link: https://maadaa.ai/dataset/clothes-segmentation/

Clothes Segmentation Dataset

 

2.8 Glasses Segmentation 

Data ID: MD-Image-036

Volume: About 13.9k

Semantic segmentation of glasses including pure transparent glasses, sunglasses and translucent glasses.

Link: https://maadaa.ai/dataset/glasses-segmentation/

 

2.9 Scarf Segmentation 

Data ID: MD-Image-061

Volume: About 2000

High-precision segmentation of scarf areas with contour segmentation.

Link: https://maadaa.ai/dataset/scarf-segmentation/

maadaa.ai

 

2.10 Human and Accessories Segmentation 

Data ID: MD-Image-017

Volume: About 74.3k

Semantic segmentation of humans and accessories like mobile phones, suitcases, skateboards, etc. And animals include horses, cattle, dogs, etc.

Link: https://maadaa.ai/dataset/human-and-accessories-segmentation/

 

3. E-Commerce datasets

3.1 E-commerce Product Dataset 

Data ID: MD-Image-010

Volume: About 2M

Internet-collected e-commerce products, more than 200k SKUs, covering 16 main categories like shoes, hats, bags, furniture, digital, jewelry, etc.

Link: https://maadaa.ai/dataset/e-commerce-product-dataset/

 

3.2 Arabic & Thai & Vietnamese & Hindi & English & Chinese Language Dataset 

Data ID: MD-OCR-008

Volume: About 150k

Over 10 types of characters including product packaging, sign boards, signposts, poster, etc. The dataset is collected via phone, camera, and tablet, covering Arabic, Thai, Vietnamese, Hindi, English, and Chinese.

Link: https://maadaa.ai/dataset/arabic-thai-vietnamese-hindi-english-chinese-language-dataset/

 

3.3 Common Objects Segmentation Dataset 

Data ID: MD-Image-024

Volume: About 140.7k

Instance / semantic segmentation of common scenes and objects in life such as people, animals, furniture, food, etc.

Link: https://maadaa.ai/dataset/common-objects-segmentation/

 

3.4 Japanese & Korean Language Dataset

Data ID: MD-OCR-009

Volume: About 40k

The dataset is collected via phone, camera and tablet, including menu, product instruction, product packages, etc.

Link: https://maadaa.ai/dataset/japanese-korean-language-dataset/

MD-OCR-009

 

3.5 Object Contour Matting Dataset 

Data ID: MD-Image-007

Volume: About 50k

Semantic segmentation of internet-collected images with objects like clothing, accessories, merchandise, etc.

Link: https://maadaa.ai/dataset/object-contour-segmentation-dataset/

 

3.6 Chinese Bill Dataset 

Data ID: MD-OCR-002

Volume: About 6k

This dataset covers over 10 types of commercial receipts and invoices used in mainland China, including flight tickets, train tickets, hotel receipts, etc. More than 20 labeling categories like types, provinces, quality, etc.

Link: https://maadaa.ai/dataset/bill-dataset/

Further reading:

👉AI in fashion & E-Commerce Industry: application scenarios and technologies

👉 AI Datasets for Fashion & E-Commerce: Open vs. Commercial and the Trends

👉 AI for virtual fitting: inspired by datasets (Open & Commercial)

👉 AI for fake Detection in Fashion and E-commerce industries: The related open & commercial datasets

👉 AI-powered personalization of E-commerce and Fashion: open and commercial datasets

👉 Face Parsing: use cases and open datasets

👉 Video face segmentation: use cases and open datasets

👉 Human Video Segmentation: use cases and enable datasets

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