This repository contains the code for Action Classification on HMDB51 dataset. It uses the ResNet18 features available at the following links: (TrainSet, TestSet). There are two networks used:
- Fully Connected Network that tries to classify individual frames and then pools the results
- LSTM based network that keeps track of the temporal information as well
Requirements -
tensorboard_logger (https://github.com/TeamHG-Memex/tensorboard_logger)
PyTorch
TensorFlow