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lstm
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132 search results found
Keras Resources
⭐
3,174
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
Lstm Human Activity Recognition
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3,074
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
Twitter Sentiment Analysis
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1,322
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Vad
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632
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
Multilabel Timeseries Classification With Lstm
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487
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Attention Networks For Classification
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477
Hierarchical Attention Networks for Document Classification in PyTorch
Lstm Fcn
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388
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Cnn_lstm_ctc_tensorflow
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330
CNN+LSTM+CTC based OCR implemented using tensorflow.
Handwriting Generation
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289
Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
Har Stacked Residual Bidir Lstms
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283
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
Caption_generator
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233
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Deep Learning With Python
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197
Deep learning codes and projects using Python
Bdd_driving_model
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193
Caffelstm Ocr
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191
基于caffe的LSTM OCR案例,能够利用该案例完成序列的识别,包括验证码、车牌、身份证号码、地址等长序列动长的内容识别
Nntimeseries
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188
Stylenet
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183
A cute multi-layer LSTM that can perform like a human 🎶
Rnn For Human Activity Recognition Using 2d Pose Input
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182
Activity Recognition from 2D pose using an LSTM RNN
Speech_emotion_recognition_blstm
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178
Bidirectional LSTM network for speech emotion recognition.
Modelzoo
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174
neon model zoo
Robust Lane Detection
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172
Siamese Lstm
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172
Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.
E3d_lstm
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158
e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
Video Summarization With Lstm
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150
Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)
Deep Activity Rec
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149
Paper ibrahim et al, cvpr 2016 - A Hierarchical Deep Temporal Model for Group Activity Recognition -
Cnn Lstm
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143
CNN LSTM architecture implemented in Pytorch for Video Classification
Lstm Classification Pytorch
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116
Text classification based on LSTM on R8 dataset for pytorch implementation
Rnn Text Classification Tf
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112
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
Bach_ai
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111
LSTM Neural Network that tries to write piano melodies similar to Bach's
Text_predictor
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99
Char-level RNN LSTM text generator📄.
Pytorch_gbw_lm
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90
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
Knowledgegraph_ner
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90
中文医学知识图谱命名实体识别,包括bi-LSTM+CRF,transformer+CRF等模型
Lstm Rcnn Pedestrian Detection
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88
Pedestrian Detection with Faster R-CNN in TensorFlow
Conv Tt Lstm
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87
Mmwave Localization Learning
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85
🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency
Icdar 2019 Sroie
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83
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Gait Recognition Using Smartphones
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82
Deep Learning-Based Gait Recognition Using Smartphones in the Wild
Dialogue Understanding
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82
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Keras Lstm Trajectory Prediction
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81
A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting
Match Lstm
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77
A PyTorch implemention of Match-LSTM, R-NET and M-Reader for Machine Reading Comprehension
Tensorflow Examples
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70
Sample tensorflow code to try on Floyd
Deeprc
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69
DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learning
Lstm Attention
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63
LSTM-Attention
Digikala Sentiment Lstm
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60
🧠 Trains a simple LSTM model on the Digikala product comment dataset for the sentiment classification task
Tensorflow Notebooks Examples
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59
Tensorflow Notebook Examples and Tutorials
Lstm Pynq
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52
Sentence_classification
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50
sentence classification using CNN/LSTM/GRU
Audio_classification_using_lstm
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48
Classification of Urban Sound Audio Dataset using LSTM-based model.
Blurbgenrecollection Hmc
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47
Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.
Pytorch Gan Timeseries
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47
GANs for time series generation in pytorch
Human Activity Recognition
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44
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
Attention_is_all_you_need
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41
Kalmanbaseline
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38
Baseline Kalman models for trajectory predictions. One is constant velocity LSTM
Keras Multiplicative Lstm
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35
Miltiplicative LSTM for Keras 2.0+
Reasoning_attention
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34
Unofficial implementation algorithms of attention models on SNLI dataset
Automatic Personality Prediction
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33
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
Open_type
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33
Text Classification Lstms Pytorch
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31
The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
Ctc Lstm
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31
Theano implementation of CTC. Applied on TIMIT and a Toy dataset.
Time Series Prediction Lstm Pytorch
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30
Time Series Prediction with LSTM Using PyTorch
Bus Driver Behavior Detection
⭐
29
CNN+LSTM; Video classification; Four categories(Normal; Smoking; Using mobile; Off seat)
Qclass_dl
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29
Question classification on TREC dataset using Deep Neural structures, namely CNN & LSTM & both of them.
Symbolic Regression
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28
predicting equations from raw data with deep learning
Banglatranslator
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28
Bangla Machine Translator
Zeta Learn
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27
zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib
Dialoguegenerationwithemotion
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27
Response generation giving specific emotion.
Speech Emotion Recognition
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26
Multi-modal Speech Emotion Recogniton on IEMOCAP dataset
Pban Pytorch
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24
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
Image Caption
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24
Using LSTM or Transformer to solve Image Captioning in Pytorch
Tensorflow Sentiment Analysis On Amazon Reviews Data
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23
Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.
Deepsentipers
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22
Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
Human Motion Analysis With Deep Metric Learning
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20
pytorch implement of this paper: https://arxiv.org/abs/1807.11176
Lstm_har
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19
LSTM based human activity recognition using smart phone sensor dataset
Wod Generator
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19
Crossfit WOD generator using recurrent neural networks (LSTM), implemented in Tensorflow
Speech Commands Classification By Lstm Pytorch
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19
Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augmentation.
Lstm Syllabify
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18
Breaks a word into syllables using an LSTM-based neural network.
Mouse_tracking_predictor
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18
LSTM network to predict mouse movements - training, prediction and interactive dataset generation
Timitspeech
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17
Speech recognition on the TIMIT (or any other) dataset
Rule_extract_lstm
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15
replicate the results of rule extract lstm
Audiorecognition
⭐
15
Google Speech Command Dataset Classification Neural Network, CNN, RNN
Neuralcodetranslator
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14
Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code transformations
Chatbot Pytorch
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14
A seq2seq based chatbot built with PyTorch (中文聊天机器人)
Short Text Classification
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14
Short Text Classification with Deep Neural Networks: An Experimental Analysis
Hard Label Attack
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14
Natural Language Attacks in a Hard Label Black Box Setting.
Spoken Digit Recognition
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14
🎙️Spoken Digit Recognition with LSTM
Stepcovnet
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13
Deep Learning to Create StepMania SM FIles
Urban Sound Classification Keras
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13
Human Activity Recognition
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13
Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
Speechrecognition
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13
Speech recognition system implemented using tensorflow
Predictive Maintenance
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12
time-series prediction for predictive maintenance
Handwrittendigitsequencerec
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12
CNN + LSTM + CTC
Har Wisdm Lstm Rnns
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12
Human Activity Recognition on the Wireless Sensor Data Mining (WISDM) dataset using LSTM Recurrent Neural Networks
Tensorflow_example_code_ Aymericdamien
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12
Music Generation
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11
Domain-Specific Music Generation using a deep LSTM and a VAE in Keras.
Streaming Source Separation
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11
Streaming source separation for music and speech files, using the Open-Unmix LSTM architecture.
Sentivent Economic Event Detection
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11
SENTiVENT: Company-specific event detection in economic news
Sw Detection
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11
Suicidal Ideation Detection in Online User Content
Img2latex
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11
Human Activity Recognition Using Cnn And Lstm Rnn
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10
Final Year Individual Project.
Music Generation
⭐
10
Implementation of Music Generation in PyTorch
Malay Fake News Classification
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10
Malay Fake News Classification using CNN, BiLSTM, C-LSTM, RCNN, FT-BERT and BERTCNN.
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