cnn-lstm

There are 7 repositories under cnn-lstm topic.

0aqz0 / SLR
isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder
sign-language-recognition slr deep-learning 3d-cnn cnn-lstm gcn lstm seq sign-language-translation sign-language-recognition-system encoder-decoder
Language:Python 191
Xiaohan-Chen / bear_fault_diagnosis
Bearing fault diagnosis model based on MCNN-LSTM
bearing-fault-diagnosis cnn cnn-lstm lstm
Language:Jupyter Notebook 173
miroblog / limit_orderbook_prediction
limit-order-book machine-learning prediction lstm cnn-lstm keras
Language:Python 134
Vehicle_Collision_Prediction_Using_CNN-LSTMs
perseus784 / Vehicle_Collision_Prediction_Using_CNN-LSTMs
Predict Vehicle collision moments before it happens in Carla!. CNN and LSTM hybrid architecture is used to understand a series of images.
carla-simulator carla tensorflow cnn lstm cnn-lstm collision-detection python tensorflow-examples time-distributed image-series-prediction scene-understanding autopilot-script lstms vehicle-collision-prediction action-recognition
Language:Python 124
vandana-rajan / 1D-Speech-Emotion-Recognition
Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
cnn-lstm emodb-database raw-speech-signals speech-emotion-recognition
Language:Python 101
matheusbfernandes / stock-market-prediction
Stock Price Prediction using CNN-LSTM
cnn-lstm stock-price-prediction deep-learning tensorflow2 lstm cnn stock-market
Language:Jupyter Notebook 78
RoyalSkye / Image-Caption
Using LSTM or Transformer to solve Image Captioning in Pytorch
image-captioning transformer encoder-decoder attention-mechanism beam-search pytorch mscoco-dataset cnn-lstm
Language:Python 71
Yale-Deep-Learning-for-Alzheimers / Alzheimers-DL-Network
A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.
alzheimers cnn-lstm mri-images pytorch
Language:Python 36
DSXiangLi / Embedding
Embedding模型代码和学习笔记总结
embedding word2vec hierarchical-softmax negative-sampling fasttext tf-estimator doc2vec genism bookcorpus skip-thoughts encoder-decoder cnn-lstm seq2seq quick-thought transformer
Language:Python 35
dangz90 / Deep-Learning-for-Expression-Recognition-in-Image-Sequences
The project uses state of the art deep learning on collected data for automatic analysis of emotions.
deep-learning cnn cnn-keras hidden-emotions video thesis 3dcnn emotion cnn-lstm lstm gru cnn-gru emotion-recognition image-sequence
Language:Python 33
moritzhambach / Detecting-Cheating-in-Chess
Can chess engine use be detected just from the moves on the board? Let's try, using a CNN - LSTM architecture.
chess cnn-lstm cheating python tensorflow
Language:Python 29
Circle-1 / Stock-X
NN models designed to analyze and predict stock market from any stock data given
stock-market prediction-model tensorflow cnn lstm cnn-lstm
Language:Jupyter Notebook 21
fatma-kursun-wiz / time-series-forecasting
time-series-forecasting time-series lstm keras-lstm predictions cnn-lstm forecasting
Language:Jupyter Notebook 21
mohyunho / ENAS-PdM
Evolutionary Neural Architecture Search for Remaining Useful Life Prediction
evolutionary-algorithm lstm cnn-lstm neural-architecture-search remaining-useful-life cmapss rul-prediction rul c-mapss predictive-maintenance enas
Language:Python 21
ritikdhame / Electricity_Demand_and_Price_forecasting
Building Time series forecasting models, including the XGboost Regressor, GRU (Gated Recurrent Unit), LSTM (Long Short-Term Memory), CNN (Convolutional Neural Network), CNN-LSTM, and LSTM-Attention. Additionally, hybrid models like GRU-XGBoost and LSTM-Attention-XGBoost for Electricity Demand and price prediction
cnn cnn-lstm gru lstm lstm-attention xgboost-regression
Language:Jupyter Notebook 21
tam-ng / Human_Activity_Recognition
Performed various Deep Learning techniques to detect Human Activity using Sequential Data detect human activities generated by sensor-based wearable devices
har human-activity-recognition deep-learning sensor lstm convlstm cnn-lstm smart-watch wearable-devices accelerator time-series sequential-data tsne
Language:Jupyter Notebook 21
Forest_wildfire_spreading_convLSTM
besmehenni / Forest_wildfire_spreading_convLSTM
A personal trial to understand and simulate forest wildfire spreading from satellite data using Deep Learning (a model with a ConvLSTM layer).
wildfire tensorflow fire-spread convlstm-neural-network satellite python forest-fire cnn-lstm forest-fire-management
18
tanvipotdar / LOBMidPricePrediction
Create a mid-price classifier for limit order books using a CNN and LSTM
limit-order-book cnn-classification lstm cnn-lstm rnn keras
Language:Jupyter Notebook 12
JoeyBoyi / chinese-text-multi-classification-clstm
A Multi-classification of chinese text with cnn-rnn model.
cnn-lstm deep-learning nlp text-classification
Language:Python 10
frankibem / CS_6001
cnn-lstm cntk encoder-decoder lsa64 sign-language
Language:Python 9
SpringerNLP / Chapter6
Chapter 6: Convolutional Neural Networks
cnn convolutional-neural-networks kernels tweet-classifier sentiment-analysis deep-learning lstm word-embeddings character-embeddings dynamic-cnn dilated-convolution cnn-lstm ac-blstm nlp text-classification keras
Language:Jupyter Notebook 8
anirudhs123 / Thermal-comfort-prediction-in-low-resourced-buildings
This work entails the usage of a novel hybrid deep transfer learning method for thermal comfort prediction in buildings with no or very little labelled data
deep-learning transfer-learning imbalanced-data cnn-lstm
Language:Python 7
Jason-Oleana / image-to-sequence-prediction
The goal is to learn to generate the Scalable Vector Graphics (SVG) code correspondig to images of simple colored shapes. SVG is a markup language which is used to define vector graphics.
image-captioning cnn-lstm cnn-lstm-models
Language:Jupyter Notebook 7
jerinka / LSTM_Video_classifier
CNN LSTM based video classification codes
machine-learning deeplearning lstm cnn-lstm convlstm video classification
Language:Python 7
shawnhan108 / AutoTruckX
An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.
autonomous-vehicles autonomous-driving udacity-self-driving-car resnet-50 transfer-learning cnn-lstm conv3d transformer attention semantic-segmentation unet-image-segmentation unet setr multihead-attention steering-angle-prediction
Language:Python 7
ankangd / HybridCovidLUS
An integrated autoencoder-based hybrid CNN-LSTM model for COVID-19 severity prediction from lung ultrasound
covid-19 lung-ultrasound cnn-lstm hybrid-model automatic-severity-prediction
Language:Python 6
anurag-kulshrestha / Sink_InSAR_CNN_LSTM
This repository includes codes related to the detection of sinkholes using UNet and CNN-LSTM model.
cnn-lstm insar sentinel-1 terrasar-x unet
Language:Python 6
TomatoFT / Vehicle-Trajectory-Prediction-in-Ho-Chi-Minh-city-streets
Predict the trajectory of the vehicles in HCM city streets with YOLOv7 + DeepSORT + CNN-LSTM/CNN-GRU.
vehicle-trajectory-prediction cnn-gru cnn-lstm deep-learning deepsort time-series-regression vehicle-detection-and-tracking yolov7 vietnam-trafic
Language:Python 6
eftekhar-hossain / Bengali-Document-Categorization
Bangla News Article Categorization Using Conv-LSTM Net. It is a multi-class classification problem.
document-categorization text-classification cnn-lstm bengali-natural-language-processing word-embedding keras-tensorflow tensorflow2 heroku flask model-deployment bootstrap3 news-dataset
Language:Jupyter Notebook 5
Ertugrulmert / ECG-Time-Series-Classification
Deep learning models for classifying ECG time series
cnn-lstm ecg-classification ensemble-learning healthcare-datasets rnn-lstm time-series unet
Language:Jupyter Notebook 5
khushwant18 / Grasp-and-Lift-EEG-detection
Deep learning techniques for detecting 6 types of hand movements from labeled dataset procured from Kaggle, Grasp-and-Lift EEG Detection.
deep-learning cnn cnn-lstm lstm time-series-analysis logistic-regression
Language:Jupyter Notebook 5
liaoyanqing666 / CNN_LSTM_video_classification
CNN-LSTM暴力视频鉴别，CNN-LSTM Violent video identification
cnn cnn-lstm lstm pytorch video-classification
Language:Python 4
sedflix / EmoContext
A Shared Task on Contextual Emotion Detection in Text (done in exactly two days; one before mid-eval and one before end-eval)
elmo deepmoji sentiment-analysis emocontext cnn-lstm lstm cnn-text-classification
Language:Python 4
shahriar-rahman / Automated-Detection-of-Cardiac-Arrhythmia
Based on a Hybrid CNN-LSTM Network, an automated predicitve algorithm is constructed.
cardiac-arrhythmia cnn cnn-lstm convolutional-neural-networks deep-learning long-short-term-memory python time-series
Language:Python 4
aliebayani / IoT-Devices-Intrusion-Detection
cnn-lstm deep-learning intrusion-detection iot network-traffic
Language:Python 3
alinamuliak / deriving-biometrics-for-oh
Deriving Biometrics for Orthostatic Hypotension from Earlobe-Worn Device using Deep Learning
biometrics classification cnn-lstm time-series
Language:Jupyter Notebook 3

cnn-lstm

0aqz0 / SLR

Xiaohan-Chen / bear_fault_diagnosis

miroblog / limit_orderbook_prediction

perseus784 / Vehicle_Collision_Prediction_Using_CNN-LSTMs

vandana-rajan / 1D-Speech-Emotion-Recognition

matheusbfernandes / stock-market-prediction

RoyalSkye / Image-Caption

Yale-Deep-Learning-for-Alzheimers / Alzheimers-DL-Network

DSXiangLi / Embedding

dangz90 / Deep-Learning-for-Expression-Recognition-in-Image-Sequences

moritzhambach / Detecting-Cheating-in-Chess

Circle-1 / Stock-X

fatma-kursun-wiz / time-series-forecasting

mohyunho / ENAS-PdM

ritikdhame / Electricity_Demand_and_Price_forecasting

tam-ng / Human_Activity_Recognition

besmehenni / Forest_wildfire_spreading_convLSTM

tanvipotdar / LOBMidPricePrediction

JoeyBoyi / chinese-text-multi-classification-clstm

frankibem / CS_6001

SpringerNLP / Chapter6

anirudhs123 / Thermal-comfort-prediction-in-low-resourced-buildings

Jason-Oleana / image-to-sequence-prediction

jerinka / LSTM_Video_classifier

shawnhan108 / AutoTruckX

ankangd / HybridCovidLUS

anurag-kulshrestha / Sink_InSAR_CNN_LSTM

TomatoFT / Vehicle-Trajectory-Prediction-in-Ho-Chi-Minh-city-streets

eftekhar-hossain / Bengali-Document-Categorization

Ertugrulmert / ECG-Time-Series-Classification

khushwant18 / Grasp-and-Lift-EEG-detection

liaoyanqing666 / CNN_LSTM_video_classification

sedflix / EmoContext

shahriar-rahman / Automated-Detection-of-Cardiac-Arrhythmia

aliebayani / IoT-Devices-Intrusion-Detection

alinamuliak / deriving-biometrics-for-oh