What We Offer
CrawlFeeds extracts and delivers product images at scale from any e-commerce website. Through ImageHub — our dedicated image platform — over 1 million high-resolution product images are ready for immediate download, pre-tagged and categorised across furniture, fashion, beauty, shoes, and home decor.
Every image includes structured metadata: product category tag, source URL, primary/secondary view indicator, platform name, and download-ready file path. Images are delivered in an organised folder structure and are compatible with all major computer vision frameworks.
Pre-downloaded. Tagged. Ready to use.
No scraping infrastructure needed. Images are already extracted, deduplicated, and organised — download a ZIP or sync directly to your S3 / GCS / Azure bucket.
Available Image Categories
Images are available by category tag across multiple e-commerce verticals:
AI & Machine Learning Use Cases
Object Detection
Train YOLO, Faster R-CNN, or DETR models to detect and localise product types in images. Pre-tagged categories provide ready-made class labels without manual annotation overhead.
Image Classification
Build product category classifiers using 1M+ labelled examples across furniture, fashion, cosmetics, and more. Far larger than most public benchmarks — and domain-specific to e-commerce.
Visual Search Engines
Train visual similarity models and embedding networks (CLIP, SimCLR, ViT) to power "search by image" experiences. Real product images produce far better retrieval than stock photo datasets.
Recommendation Systems
Build visually-aware recommendation engines using image embeddings. Cross-category similarity, complementary product pairing, and style-based matching all require large, diverse product image training sets.
Generative AI & Diffusion Models
Fine-tune Stable Diffusion, DALL-E, or ControlNet on domain-specific product images for realistic product visualisation, virtual staging, and AI-generated e-commerce catalogues.
Style & Attribute Analysis
Extract colour palettes, style attributes, material types, and design patterns at scale. Power automated product tagging, trend detection, and catalogue enrichment pipelines.
Industry-Specific Applications
Fashion & Apparel
- Virtual try-on model training — consistent product-on-white backgrounds, multiple views
- Trend detection — track style changes across seasons from multiple retailers
- Size & fit AI — extract garment measurements and silhouette from imagery
- Outfit recommendation — visual style matching across tops, bottoms, and accessories
- Counterfeit detection — brand and product authentication via visual similarity
- Catalogue automation — auto-tag colour, pattern, and style from product images
Beauty & Cosmetics
- Shade detection & matching — train models to identify lip, eye, and foundation shades from packaging and swatch imagery
- AR try-on — virtual makeup application requires large product colour reference datasets
- Ingredient label extraction — combine with BeautyFeeds structured data for full product intelligence
- Packaging recognition — identify product in-store from camera feeds for price lookup or comparison
- Visual review analysis — match user-submitted photos to products for UGC moderation and matching
- Brand consistency — detect unauthorised repackaging or counterfeit listings across platforms
Furniture & Home Decor
- Virtual room staging — place products into room scenes using diffusion models trained on real furniture images
- Visual search — "find similar sofa" experiences require a large indexed furniture image library
- 3D mesh generation — multi-view product images are the primary input for single/multi-view 3D reconstruction
- Style clustering — categorise by mid-century modern, Scandi, industrial, etc. from visual features alone
- Retail visual analytics — planogram compliance and shelf layout analysis using labelled product images
- Damage detection — train defect classifiers on cleaned product images as negative examples
Retail & E-commerce
- Competitor catalogue monitoring — track visual presentation changes across competitor product listings
- Automated A/B image testing — train CTR prediction models using real product image variations
- Image quality scoring — classify images as hero, lifestyle, swatch, or packshot for catalogue enrichment
- Cross-platform product matching — match the same product across Amazon, Walmart, and eBay using visual fingerprinting
- Sponsored image detection — identify ad vs. organic product images in scraped SERP data
- Inventory visual audit — detect missing or wrong images in large product catalogues
ImageHub — The Dedicated Image Platform
ImageHub is CrawlFeeds' dedicated platform for bulk product image access. Rather than building and maintaining a web scraping infrastructure, teams access a growing library of pre-downloaded, pre-tagged images instantly.
Instant Access
Images are already downloaded, verified, and organised. No waiting for a crawl job to complete.
Category Filtering
Filter by tag (furniture, shoes, lipstick, etc.) and source site before downloading — get only what you need.
Primary & Secondary Views
Each product includes hero image and additional angle views — critical for 3D reconstruction and multi-view models.
Cloud Sync
Sync directly to AWS S3, Google Cloud Storage, or Azure Blob Storage. ZIP downloads also available.
API Access
Integrate with your data pipeline via API. Filter, paginate, and download images programmatically.
Organised Structure
Folders organised by source site and category tag. Drop into your training pipeline without restructuring.
ImageHub by CrawlFeeds
1M+ product images · 10+ categories · ZIP download + API + cloud sync · New images added monthly
Custom Image Collection
Don't see your specific category or source site in ImageHub? CrawlFeeds extracts images from any e-commerce website on request. Specify:
We have experience extracting images from Amazon, IKEA, Wayfair, Sephora, Ulta, Walmart, eBay, Etsy, ASOS, and hundreds of other retailers. Custom metadata (alt text, product title, price, category) can be included alongside images.
Get the Images
ImageHub Library
1M+ images ready now. Browse, filter by category and site, then download as ZIP or sync to cloud. Instant access after signup.
Open ImageHubRequest Specific Images
Specify your site, category, volume, and format. We extract and deliver. Includes metadata, organised folder structure, and quality check.
Request a QuoteFrequently Asked Questions
Ready to Access Image Datasets?
Browse 1M+ pre-tagged product images on ImageHub or request a custom collection from any site.