PredNet implementation of PyTorch.

Details

"Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"(https://arxiv.org/abs/1605.08104)

The PredNet is a deep recurrent convolutional neural network that is inspired by the neuroscience concept of predictive coding (Rao and Ballard, 1999; Friston, 2005)

Original paper's code is writen in Keras. Examples and project website can be found here.

ConvLSTMCell is borrowed from https://gist.github.com/Kaixhin/57901e91e5c5a8bac3eb0cbbdd3aba81

Training data

The preprocessed KITTI data is used which can be accessed using downlaod_data.sh from https://github.com/coxlab/prednet