GitHub topics: convolutional-lstm
mslawsky/cnn-lstm-time-series-forecasting
This project demonstrates CNN-LSTM hybrid neural networks for time series forecasting using real-world temperature data from Melbourne (1981-1990).
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reshalfahsi/next-frame-prediction
Next-Frame Prediction Using Convolutional LSTM
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souradeepdutta/Speech-Emotion-Recognition-with-CNN-LSTM-CLSTM
his is a Speech Emotion Recognition system that classifies emotions from speech samples using deep learning models. The project uses four datasets: CREMAD, RAVDESS, SAVEE, and TESS. The model achieves an accuracy of 96% by combining CNN, LSTM, and CLSTM architectures, along with data augmentation techniques and feature extraction methods.
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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.
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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.
Language: Python - Size: 193 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 6

vinaymancha/Subway-Surfers-AI
Deep Convolutional Q learning based Self learning implementation for Subway Surfers game
Language: ASP - Size: 22.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 23

ManojPrabhakar/Ball-Tracking-and-Detection
Tracking and Detection of the Soccer Ball
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modular-ml/gasp-gated-attention-for-saliency-prediction Fork of knowledgetechnologyuhh/gasp
GASP: Gated Attention for Saliency Prediction (IJCAI-21)
Language: Python - Size: 20.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

qlemaire22/speech-music-detection
Python framework for Speech and Music Detection using Keras.
Language: Python - Size: 48.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 79 - Forks: 13

Bidur-Khanal/DenseNet-LSTM
This is an implementation of DenseNet Architecture combined with LSTM for sequence modeling.
Language: Python - Size: 723 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

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.
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ContentsMayBeHot/RivalsofAetherSupervisedLearning
Training a neural network to play Rivals of Aether
Language: Python - Size: 163 MB - Last synced at: 4 months ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0

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
Language: Python - Size: 128 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 5

mdaneshv/DataScience
This repository includes sample codes for machine learning and deep learning projects.
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cnavneet/notMNIST
Identifying text in images in different fonts using deep neural network techniques.
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