README.md

metadata

title: USA Coin Retrieval
emoji: 🪙
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 4.7.1
app_file: app.py
pinned: false

This demo is powered by Coin-CLIP breezedeus/coin-clip-vit-base-patch32, which is built upon OpenAI's CLIP (ViT-B/32) model and fine-tuned on a dataset of more than 340,000 coin images using contrastive learning techniques. This specialized model is designed to significantly improve feature extraction for coin images, leading to more accurate image-based search capabilities. Coin-CLIP combines the power of Visual Transformer (ViT) with CLIP's multimodal learning capabilities, specifically tailored for the numismatic domain.

Key Features:

• State-of-the-art coin image retrieval;
• Enhanced feature extraction for numismatic images;
• Seamless integration with CLIP's multimodal learning.

More information on Coin-CLIP can be found on Github:

• https://github.com/breezedeus/coin-clip