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111 search results found
Easyocr
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20,438
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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
Automatic_speech_recognition
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2,743
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Pytorch Kaldi
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2,138
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Sequence_tagging
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1,725
Named Entity Recognition (LSTM + CRF) - Tensorflow
Awesome Ocr
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1,600
A curated list of promising OCR resources
Chinesener
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1,303
A neural network model for Chinese named entity recognition
License Plate Detect Recognition Via Deep Neural Networks Accuracy Up To 99.9
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1,208
works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate
Conv Emotion
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1,146
This repo contains implementation of different architectures for emotion recognition in conversations.
Named_entity_recognition
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1,118
中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)
Speech Emotion Recognition
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570
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
Name Entity Recognition
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380
Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow
Caffe Speech Recognition
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320
Speech Recognition with the Caffe deep learning framework, migrating to
Cnn Lstm Ctc Text Recognition
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252
CNN and LSTM model for text recognition
Named Entity Recognition With Bidirectional Lstm Cnns
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241
Named-Entity-Recognition-with-Bidirectional-LSTM-C
Medicalnamedentityrecognition
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219
Medical Named Entity Recognition implement using bi-directional lstm and crf model with char embedding.CCKS2017中文电子病例命名实体识别项目,主要实现使用了基于字向量的四层双向
Sohu_competition
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216
Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)
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.
Charades Algorithms
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171
Activity Recognition Algorithms for the Charades Dataset
Medical Entity Recognition
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161
包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗
Tensorflow On Android For Human Activity Recognition With Lstms
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158
iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
Deep Activity Rec
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149
Paper ibrahim et al, cvpr 2016 - A Hierarchical Deep Temporal Model for Group Activity Recognition -
Crnn Mxnet Chinese Text Recognition
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129
An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition
Twitter Emotion Recognition
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116
Models for predicting emotions from English tweets.
Actionrecognition
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109
Explore Action Recognition
Ocr_recognition
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105
验证码识别,该模型是基于xlvector模型上进行加工,验证码内容包含了大小字母以及数字,采用lst
Tgm Icml19
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80
Code for our ICML 2019 paper "Temporal Gaussian Mixture Layer for Videos"
Deepseqslam
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76
The Official Deep Learning Framework for Robot Place Learning
Ocr Crnn Ctc
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74
ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow
Lstm Ctc Ocr
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69
using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
Torch Lrcn
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66
An implementation of the LRCN in Torch
Cnn_lstm_ctc_ocr_for_icpr
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62
Forked from weinman/cnn_lstm_ctc_ocr for the ICPR MTWI 2018 challenge 1
Mxnet Cnn Lstm Ctc Ocr
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50
This repo contains code written by MXNet for ocr tasks, which uses an cnn-lstm-ctc architecture to do text recognition.
1d Speech Emotion Recognition
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48
Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
Entity_recoginition_deep_learning
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48
Entity recognition using Deep Learning
Mqnlp
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48
自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.
Sign Language
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45
Sign Language Recognition for Deaf People
Plstm
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44
part-aware lstm implemented in tensorflow used in skeleton-based action recognition with dataset NTU RGB+D.
Skeleton Based Action Recognition Review
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43
This review contains some action recognition methods.
Avsr Deep Speech
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42
Google Summer of Code 2017 Project: Development of Speech Recognition Module for Red Hen Lab
Bilstm Crf Ner Pytorch
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41
This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.
Human Activity Recognition
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40
Use a LSTM network to predict human activities from sensor signals collected from a smartphone
Audio Emotion Recognition
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36
Spark Ai Summit 2020 Text Extraction
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33
Lstm_ctc
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31
LSTM CTC End2End Speech Recognition.
Lpr
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30
一个实际场景下的中文车牌识别软件 the chinese license plate recognition software in unconstrained environment
Keras_character_based_ner
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30
Keras Implementation of Character-Based Bi-Directional LSTM RNN for Named Entity Recognition
Ner Conll2003
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29
Entity recognition of CONLL2003 corpus using Keras
Gesturerecognition Pytorch
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28
Action recognition network -- CNN + LSTM.
Bi Lstm Crf Ner Tf2.0
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26
Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)
Spatio Temporal Lstm
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26
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition
Deep Casas
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26
Deep learning and LSTM approaches for human activity recognition
Action Recognition
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25
Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.
Speech_emotion_recognition
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23
In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conven
Nnnamedentity
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21
Named Entity Recognition (NER) models (neural and sparse) implemented based on package LibN3L
Multimodal Gesture Recognition With Lstms And Ctc
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21
An end-to-end system that performs temporal recognition of gesture sequences using speech and skeletal input. The model combines three networks with a CTC output layer that recognises gestures from continuous stream.
Lstm_har
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19
LSTM based human activity recognition using smart phone sensor dataset
Speech Recognition
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18
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Vie Ner Lstm
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18
LSTM model for Vietnamese Named Entity Recognition
Air_writing
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18
Online Hand Writing Recognition using BLSTM
Chainer Rnn Ner
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18
Named Entity Recognition with RNN, implemented by Chainer
Qtextrecognizer
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18
A gui for tesseractOCR with some preprocessing image options (OpenCV) for improve character recognition
C4a_behavior_recognition
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18
Behavior recognition for the City4Age project
Cnn_lstm
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17
Action recognition by CNN and LSTM
Gesturerecognition
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17
Gesture Recognition using TensorFlow
Tennis_action_recognition
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16
Using deep learning to perform action recognition in the sport of tennis.
Continuousgr
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15
Continuous Gesture Segmentation and Recognition using 3DCNN and Convolutional LSTM
Spoken Digit Recognition
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14
🎙️Spoken Digit Recognition with LSTM
Deep Learning For Expression Recognition In Image Sequences
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14
The project uses state of the art deep learning on collected data for automatic analysis of emotions.
Ocr
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14
⚙️ Optical Character recognition using deeplearning
Human_activity_recognition
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14
A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.
Lstm Crf For Named Entity Recognition
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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).
Koreaner
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12
Bi-LSTM - CRF Named Entity Recognition model for Korean (Keras)
Lstm Cnn Model For Har
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12
LSTM-CNN model for Human Activity Recognition
Robust Deep Learning Pipeline
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12
Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)
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
Veritas
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11
Attention-based Recurrent Neural Nets + POS embeddings for Authorship Recognition
Human_activity_torch
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11
Human activity recognition using human pose information to aid classification.
Automatic_speech_recognition_with_multi_models
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10
A Simple Automatic Speech Recognition (ASR) Model in Tensorflow, which only needs to focus on Deep Neural Network. It's easy to test popular cells (most are LSTM and its variants) and models (unidirectioanl RNN, bidirectional RNN, ResNet and so on). Moreover, you are welcome to play with self-defined cells or models.
Tf Cnn Lstm Ocr Captcha
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10
Code for training LSTM neural network on top of convolutional features for captcha recognition in Moscow subway
Speech Recognition Of Digits Using Tensorflow
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10
Implementing LSTM Recurrent Neural Nets to recognize spoken digits using Tensorflow.
Human Action Recognition From Skeleton Data
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9
A Simple But High-accuracy LSTM for human Action Recognition
Kraken Models
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9
Recognition Models for Kraken and CLSTM
Neural Networks And Deep Learning
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9
Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theories (CNNs, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, hyperparameter tuning, regularization, optimization, Residual Networks). Deep Learning Specialization by Andrew Ng, deeplearning.ai
Lstmensemble4har
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9
sourcecode for IMWUT 2017 paper "Ensembles of Deep LSTM Learners for Activity Recognition using Wearables" (Guan, Ploetz)
Seq2seqner
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8
sequence-to-sequence model for progressive Named Entity Recognition
Nlp_final
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7
LSTM RNN for Emotion Recognition
Geometric Feature Release
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7
Codes for our WACV2017 paper: "On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks"
Kaggle Kuzushiji Recognition
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7
code of kuzushiji-recognition 4th place
Chinese_resume_ner
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7
use HMM,CRF,LSTM,LSTM+CRF to achieve the goal of name entity recognition.(tensorflow)
Gesture Recognition Using Cnnlstm
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7
Using GRIT dataset, built model combining 2D CNN to LSTM to perform real-time gesture recognition from webCam video feed. Built another model employing 3D CNN with LSTM too.
Naver Nlp Challenge 2018
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6
Named Entity Recognition Model for Naver NLP Challenge 2018
Ner Rnn
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6
Torch implementation of Chemical Named Entity Recognition using RNN and LSTM
Chinner
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6
Chinese NER Models
Speech Recognition For Words
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6
Matlab python LSTM
Named Entity Recognition
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6
Named Entity Recognition via Attention_based CNNs-BiLSTm-CRF
Ravdess_ser
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6
Simple speech emotion recognition (FC, GRU, LSTM) using RAVDESS dataset
Convolutional Neural Networks In Python
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6
These are my solutions to the programming assignments of the class CS231n: Convolutional Neural Networks for Visual Recognition
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