Temporal Shift Module for Jester Gesture Recognition

According to mit official code, we reduce and modify some codes for jester dataset.

Prerequisites

• Python 3.6
• PyTorch 1.2
• Opencv 3.4
• Other packages can be found in requirements.txt

Data Preparation

Firstly, we need to download the Jester dataset. Then, we process the data and generate corresponding labels. Finally, we get category.txt, train_videofolder.txt, val_videofolder.txt and test_videofolder.txt documents.

python3 datas/generate_label.py

Train and Validate

bash train.sh

After total training epochs, you can get result.csv, that is the test result document, including video number and corresponding label.

Reference

paper links