---
title: Devam Jersey Server
emoji: 🏀
colorFrom: blue
colorTo: green
sdk: docker
app_file: inference_server.py
pinned: false
---

# Devam Jersey Server

This Space runs my custom inference server for **jersey similarity and detection**.

- **Model**: YOLOv8s-seg (fine-tuned on DeepFashion2)
- **Indexing**: FAISS index for jersey embeddings
- **Backend**: `inference_server.py` served with Docker
- **Data**: Jersey metadata stored in `.npy` and FAISS index file

The server can:
- Detect jersey regions
- Extract embeddings
- Search most visually similar designs