Gaowei-Xu/c3d

C3D Network for Badminton Action Sequence Classification

Step 1: download dataset for training and validation

$ cd <workspace>
$ wget -c https://badminton-video-dataset.s3.amazonaws.com/dataset.zip
$ unzip dataset.zip

samples amount distribution over 18 classes

![avatar] (https://github.com/Gaowei-Xu/c3d/blob/master/dist.jpg)

Step 2: Install dependencies

$ cd <workspace>
$ sudo pip3 install -r requirements.txt

Step 3: Train the model

$ cd src/
$ python3 train.py

Train log could be available in train.log

Initial pre-trained model receives ~38% accuracy over validation dataset.