Popular GitHub Repositories for Convlstm

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Video Predicting using ConvLSTM and pytorch

TianChi AIEarth Contest Solution

GAN based ConvLSTM in precipitation prediction (Trial Version)

Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity

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.

Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extreme wind speed events in the short-to-medium range".

Creating Custom Action Recognition Model using TensorFlow (CNN + LSTM)

Thesis work on Video Anomaly Detection

Background Replacement in Video Conferencing (IJNDI 2023)

Robust Lane Detection in hazy/foggy environment using Encoder Decoder CNN & LSTM and Dark Channel Prior to tackle with hazy environemnt

Random Forest, Linear Regression, Artificial Neural Network, Long short-term memory (LSTM), Seasonal AutoRegressive Integrated Moving Average(SARIMA) , Deep ConvLSTM Model, Python

Bayesian Optimization of Neural Architectures for Human Activity Recognition