lipond / tensorflow_video_classification_LSTM

Action detection used BiLSTM and Tensorflow

Training

PTB

Steps:

1. The data required for this example is in the data/ dir of the PTB dataset from Tomas Mikolov's webpage:

   $ wget http://www.fit.vutbr.cz/~imikolov/rnnlm/simple-examples.tgz
   $ tar xvf simple-examples.tgz
   

2. Run $ python ptb_train.py --data_path=simple-examples/data/ --save_path=result

   • the data_path option is the path to the ptb data folder
   • the save_path option is the folder to store model/summary/checkpoint

KTH

1. Run $ python kth_train.py --data_path=simple-examples/data/ --save_path=result

   • the data_path option is the path to the ptb data folder
   • the save_path option is the folder to store model/summary/checkpoint

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For my personal reference

python ptb_train.py --data_path=/Users/dgu/Documents/projects/machine_learning/ptb_data --save_path=result

python kth_train.py --data_path=/Users/dgu/Documents/projects/machine_learning/kth_data/sharded_data --save_path=result

python lca_train.py --data_path=/Users/dgu/Documents/projects/machine_learning/lca_data/sharded_data --save_path=result