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
.