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65 search results found

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Screenshot To Code ⭐ 14,132

A neural network that transforms a design mock-up into a static website.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Stockpredictionai ⭐ 3,235

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good q

Keras Resources ⭐ 3,174

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

Automatic_speech_recognition ⭐ 2,743

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Tensorflow_template_application ⭐ 1,869

TensorFlow template application for deep learning

Ncrfpp ⭐ 1,862

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Awesome Deep Learning Resources ⭐ 1,637

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Nlp_tutorial ⭐ 1,309

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Pytorchtext ⭐ 959

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Tensorflow Tutorial ⭐ 886

Some interesting TensorFlow tutorials for beginners.

Lstm Char Cnn ⭐ 812

LSTM language model with CNN over characters

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Lstm Char Cnn Tensorflow ⭐ 737

Cryptocurrencyprediction ⭐ 715

Predict Cryptocurrency Price with Deep Learning

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Latex_ocr_pro ⭐ 552

🎨 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Aiinterview ⭐ 493

算法工程师面试题整理

Personrelationknowledgegraph ⭐ 480

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远

Genmusic_demo_list ⭐ 477

a list of demo websites for automatic music generation research

Visual Qa ⭐ 476

[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering

Cnn_lstm_ctc_ocr ⭐ 470

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Chinese_sentiment ⭐ 463

中文情感分析，CNN，BI-LSTM，文本分类

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Deep Learning Har ⭐ 371

Convolutional and LSTM networks to classify human activity

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Deepsleepnet ⭐ 347

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

Basicocr ⭐ 324

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Numpy_neural_network ⭐ 307

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新 ...

Keras Anomaly Detection ⭐ 298

Anomaly detection implemented in Keras

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

Deeplearning.ai Assignments ⭐ 286

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Cnn Lstm Ctc Text Recognition ⭐ 252

CNN and LSTM model for text recognition

Cnn Lstm Caption Generator ⭐ 248

A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.

Image Captioning ⭐ 246

Image Captioning using InceptionV3 and beam search

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

Named-Entity-Recognition-with-Bidirectional-LSTM-C

Mlstm Fcn ⭐ 241

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Lightnet ⭐ 236

Efficient, transparent deep learning in hundreds of lines of code.

Caption_generator ⭐ 233

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Tf Lstm Char Cnn ⭐ 215

tensorflow rewrite of Yoon Kim's lstm-char-cnn

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Attention_ocr.pytorch ⭐ 197

This repository implements the the encoder and decoder model with attention model for OCR

在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下，众多行业迎来了前所未有的发展机遇，

Nntimeseries ⭐ 188

Sign Language Gesture Recognition ⭐ 185

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Nlp Model ⭐ 184

Learning and practice

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Deep Learning Random Explore ⭐ 172

Robust Lane Detection ⭐ 172

Text Emotion Classification ⭐ 165

Archived - not answering issues

Lidc_nodule_detection ⭐ 162

lidc nodule detection with CNN and LSTM network

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

Cnn Lstm ⭐ 143

CNN LSTM architecture implemented in Pytorch for Video Classification

Kaggle Competition Favorita ⭐ 138

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Image Caption Generator ⭐ 136

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

Lstm Crf ⭐ 130

A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.😏

Crnn Mxnet Chinese Text Recognition ⭐ 129

An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition

Pytorch_convolutional_rnn ⭐ 124

PyTorch implementation of Convolutional Recurrent Neural Network

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Sarcasmdetection ⭐ 120

Sarcasm detection on tweets using neural network

Chinese Sentiment Classification ⭐ 117

简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

Context ⭐ 116

ConText v4: Neural networks for text categorization

Sentiment Analysis ⭐ 110

Pytorch Pos Tagging ⭐ 109

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Actionrecognition ⭐ 109

Explore Action Recognition

Ocr_recognition ⭐ 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

Exermote ⭐ 103

Using Machine Learning to predict the type of exercise from movement data

Deep_image_model ⭐ 102

Deep convolution/recurrent neural network project with TensorFlow

Neuralsum ⭐ 98

Ml_malware_detect ⭐ 97

阿里云安全恶意程序检测比赛

Sentencesentimentclassifier ⭐ 92

Sentiment Classifier base on traditional Maching learning methods, eg Bayes, SVM ,DecisionTree, KNN and Deeplearning method like MLP,CNN,RNN(LSTM). 基于机器学习与深度学习方法的情感分析算法实现与对比，包括决策树，贝叶斯，KNN, SVM ,MLP, CNN, LSTM实现

NN based lossless compression

Ml Dl Tutorial ⭐ 91

Machine Learning /DL Tutorial

Deepdriver ⭐ 90

DeepDriver is a JAVA framework of Deep Learning, it supports ANN/CNN/DNN/RNN/LSTM now, hope it can be widely used for deep learning development.

Stn_cnn_lstm_ctc_tensorflow ⭐ 89

use STN+CNN+BLSTM+CTC to do OCR

Lstm Rcnn Pedestrian Detection ⭐ 88

Pedestrian Detection with Faster R-CNN in TensorFlow

Siamcrnn ⭐ 88

[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

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