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crnn-ocr

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

Python
394
5 年前

crnn chinese_plate_recognition

Python
337
5 个月前

Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]

Python
148
6 年前
Python
136
6 年前

[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

Python
63
6 年前

pytorch implementation of crnn. A sample training of license plate is provided.

Python
49
2 年前

✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition

Jupyter Notebook
48
6 年前

Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters. Use CTC loss Function to train.

Python
37
3 年前

Focal CTC for End-To-End OMR task with Class Imbalance, SangCTC (Part I)

Jupyter Notebook
22
5 年前

This project offers an efficient method for identifying and recognizing handwritten text from images. Using a Convolutional Recurrent Neural Network (CRNN) for Optical Character Recognition (OCR), it effectively extracts text from images, aiding in the digitization of handwritten documents and automated text extraction.

Jupyter Notebook
20
1 年前

tensorflow slim Implementation crnn

Jupyter Notebook
16
4 年前
Jupyter Notebook
8
2 年前

Convolutional Recurrent Neural Network (CRNN) for reading Captchas(驗證碼)

Jupyter Notebook
8
4 年前

CNN+LSTM网络用于可变长度的手写数字识别

Python
7
2 天前

This repository contains code for Scene Text OCR following the famous CRNN model. The detection part is handled by EAST and the recognition is done by CRNN.

Python
7
5 年前

Robust reading challenge on scanned receipts OCR and information extraction

Python
5
4 年前

PyTorch CNN+LSTM model for OCR

Python
4
5 年前

[YOLOv5-Seg][CRNN-CTC][CCPD]License Plate Detect/Segment/Recog

Python
4
8 个月前

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

Python
4
5 年前