marisancans / frame-predict-VAE-LSTM
Predicting image frames using autoencoder and LSTM
☆41Updated 4 years ago
Alternatives and similar repositories for frame-predict-VAE-LSTM:
Users that are interested in frame-predict-VAE-LSTM are comparing it to the libraries listed below
- In this repository, we focus on video frame prediction the task of predicting future frames given a set of past frames. We present an Adv…☆25Updated 3 years ago
- Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"☆55Updated 3 years ago
- Official implementation of the paper Stochastic Latent Residual Video Prediction☆77Updated 2 years ago
- ☆43Updated 4 years ago
- GAN+VAE hybrid experiments☆10Updated 6 years ago
- An implementation by Pytorch☆24Updated 5 years ago
- Generation of 128x128 bird images using VAE-GAN with additional feature matching loss☆89Updated 6 years ago
- Official implementation of Paper Future Frame Prediction Using Convolutional VRNN for Anomaly Detection, AVSS 2019☆20Updated 5 years ago
- A Variational Autoencoder based on the ResNet18-architecture☆119Updated 6 years ago
- PyTorch implementation of paper: adVAE: a Self-adversarial Variational Autoencoder with Gaussian Anomaly Prior Knowledge for Anomaly Dete…☆33Updated 4 years ago
- Convolutional Variational Autoencoder☆10Updated 6 years ago
- A Simple Pytorch Implementation of LSTM-based Variational Autoencoder(VAE)☆54Updated last year
- The repository for paper VPTR: Efficient Transformers for Video Prediction☆91Updated last month
- ☆20Updated 4 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆153Updated 5 years ago
- Unofficial PyTorch implementation of E3D-LSTM☆128Updated 5 years ago
- Video Predicting using ConvLSTM and pytorch☆114Updated 3 years ago
- Convolutional variational autoencoder in PyTorch☆46Updated 6 years ago
- Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)☆42Updated 10 months ago
- Based on Chealsea Finn's et al "Unsupervised Learning for Physical Interaction through Video Prediction"☆30Updated 4 years ago
- Compositional Video Prediction (ICCV19)☆62Updated 4 years ago
- Official PyTorch Implementation of FutureGAN☆80Updated 6 years ago
- Implementation of a convolutional auto-encoder in PyTorch☆19Updated 6 years ago
- Implementation of GANomaly with MNIST dataset☆18Updated 5 years ago
- Video prediction using lstm and unet☆31Updated 4 years ago
- Exploring Moving Mnist dataset with forecasting algorithms☆31Updated last year
- Code Release for "Video Prediction via Example Guidance" (ICML 2020)☆13Updated 4 years ago
- Pytorch implementation of paper "Autoencoding beyond pixels using a learned similarity metric"☆43Updated 5 years ago
- Official PyTorch implementation of "Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning" (CVPR 2021 Oral)☆88Updated 3 years ago
- pytorch implementation Variational Autoencoder and Conditional Variational Autoencoder☆79Updated 6 years ago