You Only Edit Once

You Only Edit Once (YOEO) 🧠 is an AI-powered video editing tool 🎥 for beginner and leisure divers 🤿. It uses state-of-the-art deep learning object detection models to automatically trim 🎬 underwater diving videos and beautify selected images 📸!

YOEO Web Application

Check out the You Only Edit Once web application hosted on streamlit!

Object Detection Output Example

demo_extended_detection_compressed.mp4

Final Trimmed Video Example (Turn on the audio!)

demo_extended_trimmed.mp4

Project Directory Structure

.
├── notebooks           <- notebooks for explorations / debugging / training
│   ├── preprocessing
│   ├── postprocessing
│   ├── training
├── results             <- storing results and outputs
│   ├── media           <- store multimedia data
│   ├── others          <- miscellaneous 
│   ├── models          <- Trained and serialized models, model predictions, or model summaries
├── src                 <- all source code, internal org as needed
│   ├── utils           <- utility functions
├── yolox               <- yolox modules
├── requirements.txt    <- installing dependencies   
└── streamlit_app.py    <- streamlit deployment script