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awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-synthtext

A curated list of awesome synthetic data for text location and recognition

box_discretization_network

Omnidirectional Scene Text Detection with Sequential-free Box Discretization (IJCAI 2019)

cocoapi

COCO API - Dataset @ http://cocodataset.org/

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

cvpr2019

cvpr2019／cvpr2018/cvpr2019 papers，极市团队整理

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplab-context2

detectron

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

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dss

code for "Deeply supervised salient object detection with short connections" published in CVPR 2017

handwritten_text

hed

code for Holistically-Nested Edge Detection

imgaug

Image augmentation for machine learning experiments.

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

Open MMLab Detection Toolbox and Benchmark

mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

ohmyzsh

🙃 A delightful community-driven (with 1700+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

psenet.pytorch

A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

shufflenet

This is a fast caffe implementation of ShuffleNet.

tenet

Official Pytorch Implementation for Trinity of Pixel Enhancement: a Joint Solution for Demosaicing, Denoising and Super-Resolution

text-detection-ctpn

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

text-detection-ocr

Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow，使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别