convolutional-lstm

There are 2 repositories under convolutional-lstm topic.

qlemaire22 / speech-music-detection
Python framework for Speech and Music Detection using Keras.
keras tcn convolutional-lstm lstm librosa
Language:Python 93
vinaymancha / Subway-Surfers-AI
Deep Convolutional Q learning based Self learning implementation for Subway Surfers game
artificial-intelligence artificial-intelligence-based-game convolutional-lstm deep-q-network pytorch subway-surfers
Language:ASP 59
Kwanss / PCLNet
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
unsupervised-learning optical-flow convolutional-lstm
Language:Python 36
iamrakesh28 / Deep-Learning-for-Weather-and-Climate-Science
Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.
weather-forecasting reflectivity-maps convolutional-lstm moving-mnist encoder-decoder-architecture video-prediction
Language:Python 18
Simeonedef / Time-Series_Imaging_Forecasting
In this project we have explored the use of imaging time series to enhance forecasting results with Neural Networks. The approach has revealed itself to be extremely promising as, both in combination with an LSTM architecture and without, it has out-performed the pure LSTM architecture by a solid margin within our test datasets.
time-series-forecasting tensorflow2 conv-lstm holt-winter conv-mlp lstm-architecture series predictions convolutional-layers convolutional-lstm matplotlib deep-learning eth-zurich ethz
Language:Python 17
ManojPrabhakar / Ball-Tracking-and-Detection
Tracking and Detection of the Soccer Ball
deep-learning computer-vision cuda ball-tracking pytorch convolutional-lstm
Language:Jupyter Notebook 9
tamlthari / vietnamese_handwritten_text_recognition_cinnamon_ocr
This is a solution to Cinnamon AI Challenge (https://drive.google.com/drive/folders/1Qa2YA6w6V5MaNV-qxqhsHHoYFRK5JB39) using convolutional, attention, bidirectional LSTM, achieving CER 0.081 WER 0.188 and SER 0.89
ocr optical-character-recognition handwritten-text-recognition vietnamese lstm bidirectional-lstm attention convolutional-neural-network convolutional-lstm crnn-ctc
Language:Python 9
papari1123 / Research-of-Particulate-Matter-Prediction-Modeling-Based-on-Deep-Learning
This repository introduces Deep Particulate Matter Network with a Separated Input model based on deep learning by using ConvGRU, which can simultaneously analyze spatiotemporal information to consider the diffusion of particulate matter.
particulate-matter convolutional-lstm lstm time-series-forecasting spatiotemporal-data-analysis deep-learning gru
Language:Jupyter Notebook 4
Bidur-Khanal / DenseNet-LSTM
This is an implementation of DenseNet Architecture combined with LSTM for sequence modeling.
keras densenet lstm convolutional-lstm densenet-lstm
Language:Python 2
catdance124 / Zhang2019_custom_CLSTM_layer
This repo includes Zhang2019's CLSTM implemented using keras(tensorflow2). Zhang2019:Zhang, Haokui, et al. "Exploiting temporal consistency for real-time video depth estimation." Proceedings of the IEEE International Conference on Computer Vision. 2019.
convolutional-lstm depth-estimation tensorflow2 keras-tensorflow lstm-cells rnn-tensorflow
Language:Python 2
ContentsMayBeHot / RivalsofAetherSupervisedLearning
Training a neural network to play Rivals of Aether
supervised-learning keras convolutional-lstm lstm convolutional-neural-network
Language:Python 2
fabawi / gasp-gated-attention-for-saliency-prediction
GASP: Gated Attention for Saliency Prediction (IJCAI-21)
computer-vision deep-learning convolutional-neural-networks attention-mechanism gating pytorch saliency-prediction saliency-map paper-implementations recurrent-neural-networks convolutional-lstm gaze video-saliency-prediction
Language:Python 1
chewry7 / MSRNN
recurrent-neural-networks background-subtraction convolutional-lstm
0
cnavneet / notMNIST
Identifying text in images in different fonts using deep neural network techniques.
deep-learning deep-neural-networks deep-learning-algorithms tensorflow tensorflow-examples sgd stochastic-gradient-descent convolutional-neural-networks convolutional-networks convolutional-neural-network relu relu-layer covnet-image-classifier convolutional-layers convolutional-lstm regularization dropout l2-regularization
Language:Jupyter Notebook 0
HoseinAzad / LSTM-Pose-Machine-with-PyTorch
LSTM Pose Machines for Video Human Pose Estimation - Implemented by PyTorch
lstm-pose-machine cnn-lstm convnet convolutional-lstm cpm human-pose-estimation video-pose-estimation
Language:Python 0
mdaneshv / DataScience
This repository includes sample codes for machine learning and deep learning projects.
convolutional-lstm machine-learning pandas-dataframe mnist-handwriting-recognition tensorflow convnet
Language:Jupyter Notebook 0
reshalfahsi / next-frame-prediction
Next-Frame Prediction Using Convolutional LSTM
convolutional-lstm convolutional-lstm-network moving-mnist next-frame-prediction pytorch-lightning
Language:Jupyter Notebook