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spatiotemporal-memory

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Ibzie / VideoPredict-PyTorch-Deep-Learning-Models-for-Video-Frame-Prediction-ConvLSTM-PredRNN-Transform

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🎯 Production-ready implementation of video prediction models using PyTorch. Features Enhanced ConvLSTM with temporal attention, PredRNN with spatiotemporal memory, and Transformer-based architecture.

deep-learning pytorch transformer lstm attention-mechanism ucf101 convlstm video-prediction gradient-accumulation temporal-attention predrnn spatiotemporal-memory
  • Updated Dec 23, 2024
  • Python

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