Fashion Image Dataset: Data Requirements for Apparel AI Models
Data requirements for fashion AI: category trees, fine-grained attribute tags, model vs flat-lay splits, and where to source large-scale fashion image datasets.
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Image Annotation for Ecommerce AI: A Practical Field Guide
Practical guide to image annotation for ecommerce AI: annotation types, tooling, quality assurance, cost benchmarks, and when to buy vs. build annotated datasets.
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