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Python 3.10 · PyTorch · CLIP inference projects

Final-year project topics built with Python 3.10 · PyTorch · CLIP inference — working builds, abstracts and honest quotation pricing.

Screenshot of the fashion outfit matching app showing a chosen blue denim jacket with suggested matching garments
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Fashion Outfit Matching using CLIP

An outfit-recommendation tool built on CLIP (Radford et al. 2021): upload a photo of one garment — say a jacket — and it rank...

Python 3.10 · PyTorch · CLIP inference OpenAI CLIP / transformers · vision-language encoder Pillow · image preprocessing
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Screenshot of the visual product search app showing an uploaded sneaker photo with the top 4 catalog matches ranked by cosine similarity
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Visual Product Search using CLIP

A visual search engine for e-commerce-style catalogs built on CLIP (Radford et al. 2021): catalog product photos are encoded...

Python 3.10 · PyTorch · CLIP inference OpenAI CLIP / transformers · vision-language encoder FAISS · nearest-neighbor index · Johnson et al. 2019
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