README.md

SMAI_S22_48

Team Name : Statistically Significant

Members

• Ritvik Aryan Kalra Github: rvk7895 Roll number - 2019115002
• Lalit Kumar Digalla

This repository consists of implementation of the paper Adding Attentiveness to the Neurons in Recurrent Neural Networks

Datasets Used

• Joint-annotated Human Motion Data Base Link
• UCF101 - Action Recognition Data Set Link

Links

Presentation - Canva

Models and Dataset - OneDrive

Remote Repository - Github

Files

att_gru_jhmdb.ipynb - consists of the Vanilla and with EleAtt gate implementation of GRU on the JHMDB dataset
att_gru_ucf101.ipynb - consists of the Vanilla and with EleAtt gate implementation of GRU on the UCF101 dataset
att_lstm_jhmdb.ipynb - consists of the Vanilla and with EleAtt gate implementation of LSTM on the JHMDB dataset
att_lstm_ucf101.ipynb - consists of the Vanilla and with EleAtt gate implementation of LSTM on the UCF101 dataset\

TODOs

• Implementations of Standard GRU
• Implementaiton of GRU with attention layer
• Implementation of Standard LSTM
• Implementation of LSTM with attention layer
• Implementation of Vanilla RNN
• Implementation of Vanilla RNN with attention layer