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Computer Vision
Product Search & Recommendation via Image Recognition
Visual product search and personalized recommendations using TensorFlow, Keras, Flask, and PostgreSQL.
Overview
E-commerce product search by image upload. Deep learning model classifies the image; system recommends similar products based on user history.
The Problem
Users could not search for products they could see but did not know how to describe.
The Solution
CNN-based image classifier, Flask web layer, PostgreSQL for product + preference storage.
Impact
Launched as a beta feature; image-search conversion rate beat keyword search by 2.4x.