---
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](https://huggingface.co/breezedeus/coin-clip-vit-base-patch32)** `breezedeus/coin-clip-vit-base-patch32`,
which is built upon OpenAI's **[CLIP](https://huggingface.co/openai/clip-vit-base-patch32) (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](https://github.com/breezedeus/coin-clip)