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GitHub topics: moving-mnist

reshalfahsi/next-frame-prediction

Next-Frame Prediction Using Convolutional LSTM

Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

johnjaejunlee95/SA_ConvLSTM

Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction

Language: Python - Size: 16.2 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 8 - Forks: 0

aserdega/convlstmgru

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

Language: Python - Size: 86.9 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 51 - Forks: 15

vineeths96/Video-Frame-Prediction

In this repository, we focus on video frame prediction the task of predicting future frames given a set of past frames. We present an Adversarial Spatio-Temporal Convolutional LSTM architecture to predict the future frames of the Moving MNIST Dataset. We evaluate the model on long-term future frame prediction and its performance of the model on out-of-domain inputs by providing sequences on which the model was not trained.

Language: Python - Size: 70.8 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 4

Related Keywords
moving-mnist 4 convlstm 3 video-prediction 3 video-processing 1 generative-adversarial-network 1 frame-prediction 1 seq-to-seq 1 pytorch 1 encoder-decoder 1 convgru 1 bouncing-mnist 1 self-attention 1 sa-convlstm 1 pytorch-lightning 1 next-frame-prediction 1 convolutional-lstm-network 1 convolutional-lstm 1