5th ABAW Competition
1. Create environment
Create a python environment using conda, install packages in requirements.txt with pip install -r requirements.txt, or manually.
2. Preprocess data and extract feature
- extract wavs from videos using
extract_wav.py. - extract visual features, audio features using pretrained models.
- construct samples dataset using
construct_*.py. - split samples dataset to segments using
split_*.py.
3. Train model
Train model with VA/solver.py, EXPR/solver.py and AU/solver.py.
4. Predict
Predict with VA/test.py, EXPR/test.py and AU/test.py.