Articles by

Nitin Rai

SOTA SKU Image Classification for Product Matching | How we outperformed the Fashion CLIP model

Width.ai created a new retail product image classification model that outperforms the SOTA results from CLIP and Fashion CLIP on the most popular dataset in the domain. These models are commonly used in product matching use cases where photos are taken with lower resolution and zero control for noise and image angles.

Nitin Rai

October 16, 2023

How we Improve Product Similarity Search with Fashion CLIP over Traditional CLIP

Explore how the implementation of Fashion CLIP, a domain-specific AI model, improves product similarity search in e-commerce by understanding complex product attributes, enhancing image-text alignment, and providing more accurate search results.

Nitin Rai

August 4, 2023

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Ai & machine learning consulting company focused on building production level ai projects. We specialize in data science and deep learning development that give businesses a better understanding of their revenue streams and building tools to make them more profitable.
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