CNN+Bi-directional-LSTM; Video classification; Four categories（Normal; Smoking; Using mobile; Off seat） code -> optic.py[-d The directory of dataset]: This script USES the optical flow to process dataset images. vgg_lstm.py: Model definition. log_IBRD.py: Log format definition. dataset -> img -> Train-Image & Test-Image h5 -> The weights of the VGG model and the Bi-LSTM model. npy -> The feature maps of data.
The dataset you can download on Driver Behavior Dataset Package details: Python 2.7 h5py 2.7.0 Keras 1.2.2 numpy 1.13.1 opencv 2.4.11 Theano 0.8.2