README.md

metadata

title: FencingScoreDetector
emoji: ⚡
colorFrom: pink
colorTo: yellow
sdk: gradio
sdk_version: 5.49.0
app_file: app.py
pinned: false
license: mit

🤺 Fencing Score Detector

This Space detects scoring touches in fencing bout videos using:

• YOLOv8 for scoreboard detection
• AutoGluon Tabular for illuminated light classification
• Gradio for a clean web UI
• Automatic video clipping of ~4s highlight reels around each detected touch

---

How it Works

1. Upload a fencing bout video.
2. The system splits it into frames and uses YOLOv8 to detect the scoreboard.
3. Frames are masked to grayscale except for the scoreboard region.
4. AutoGluon classifies whether the scoreboard light is illuminated.
5. When a touch is detected, the app cuts a short video clip (2s before and after the event).
6. All clips are displayed in a gallery.

---

Demo Features

• Smooth progress bar with a 🤺 fencer marching along while processing.
• Debugging mode available to save masked frames and predictor scores.
• Clips labeled with event timestamp.

---

Running Locally

Clone the repo and install dependencies:

git clone <your-space-repo>
cd <your-space-repo>
pip install -r requirements.txt


Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference