README.md

metadata

title: Pyronear Wildfire Detection
emoji: 🏆
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 6.5.1
app_file: app.py
pinned: false
license: apache-2.0

MP4 to 8 Frames + Wildfire Detection for Pyronear

Upload an MP4, extract evenly spaced frames, run wildfire detection on each, and display the main detections (one image per main detection).

Requirements

• Python 3.9+
• Packages listed in requirements.txt

Install

python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Run

python app.py

Gradio will print a local URL (for example, http://127.0.0.1:7860). Open it in your browser, upload an MP4, and click "Detect".

Notes

• The first run downloads the wildfire detection model from Hugging Face.
• The app prefers OpenCV for random frame access and falls back to imageio if OpenCV is not available.