PacinoAn

Augmentor

Image augmentation library in Python for machine learning.

CHINESE-OCR

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

CRAFT-pytorch

Pytorch implementation of CRAFT text detector

CRNN_Tensorflow

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

EAST

A tensorflow implementation of EAST text detector

EAST-1

Implementation of EAST scene text detector in Keras

FOTS

FOTS tensorflow implementation, Include train and test, EAST+Rotate+CRNN. FOTS: Fast Oriented Text Spotting with a Unified Network

image-segmentation-keras

Implementation of Segnet, FCN, UNet and other models in Keras.

inconsistency_detection

Towards the Detection of Inconsistencies in Public Security Vulnerability Reports

insightface

Face Analysis Project on MXNet

Keras-FasterRCNN

keras implementation of Faster R-CNN

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mmdetection

Open MMLab Detection Toolbox and Benchmark

Paddle

PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）

pixel-anchor-link-and-text-detector-experience

结合实际项目经验谈文本检测，顺便展示一下我们只用合成数据训练的通用印刷体文本检测算法pixel-anchor-link

pixel_link

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

PSENet

ssd_keras

A Keras port of Single Shot MultiBox Detector

SynthText

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

text_renderer

Generate text images for training deep learning ocr model

TextRecognitionDataGenerator

A synthetic data generator for text recognition

yolo_tensorflow

Tensorflow implementation of YOLO, including training and test phase.