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Easyocr ⭐ 20,438

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

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Video Classification ⭐ 498

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

Cnn_lstm_ctc_ocr ⭐ 470

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

Crnn Keras ⭐ 347

CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

Crnn Pytorch ⭐ 155

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

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

Chinese_ocr ⭐ 114

中文ocr识别

Modelfeast ⭐ 96

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

Ocr Crnn Ctc ⭐ 74

ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow

Crnn.caffe ⭐ 71

Bankcard Recognizer ⭐ 46

Extracting numbers from bankcard, based on Deep Learning. 基于深度学习的银行卡号识别与定位系统。

Deep Music Tagger ⭐ 41

Music genre classification model using CRNN

Spark Ai Summit 2020 Text Extraction ⭐ 33

Easiest Realization Crnn For Chinese ⭐ 19

不能更简单的基于keras的CRNN汉字识别代码. 即Fast R-CNN 网络的keras实现。

Textsentimentclassification ⭐ 11

TextSentimentClassification, using tensorflow.

Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurrent neural network (MTF-CRNN) for audio event detection. Our goal is to improve audio event detection performance and recognize target audio events that have different lengths and accompany the complex audio background. We exploit multi-groups of parallel and serial convolutional kernels to learn high-level shift invariant features from the time and frequency dom

Tensorflow_crnn ⭐ 8

Crnn Train Tf ⭐ 7

textline recognization for chinese(above 4000 characters)

Car Plate Recognition Project ⭐ 6

Car number plate recognition project using Deep Learning frameworks like Yolo, CNN, and CRNN models

Mfom_attribute_detection ⭐ 5

Multi-label MFoM Framework for Speech Articulatory Attributes Detection

A series of experiments using convnets and LSTMs to generate text from images

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