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dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

db

A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

deep-text-recognition-benchmark

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

detection-pytorch-notebook

代码 -《深度学习之PyTorch物体检测实战》

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.

detr

End-to-End Object Detection with Transformers

east

A tensorflow implementation of EAST text detector

east-1

PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

east.pytorch

EAST检测器的pytorch版本

efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

efficientnet-pytorch

A PyTorch implementation of EfficientNet

end-to-end-for-chinese-plate-recognition

多标签分类,端到端的中文车牌识别基于mxnet, End-to-End Chinese plate recognition base on mxnet

fast-rcnn

Fast R-CNN

fots.pytorch

FOTS Pytorch Implementation

gluon-face

An unofficial Gluon FR Toolkit for face recognition.

gnnets

Geometry Normalization Networks for Accurate Scene Text Detection (iccv 2019)

gnnpapers

Must-read papers on graph neural networks (GNN)

handwriting_recogition_using_adversarial_learning

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

handwritten-text-recognition-for-apache-mxnet

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

hardnet-mseg

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

insightface

Face Analysis Project on MXNet

insightocr

MXNet OCR implementation. Including text recognition and detection.

intrusion-detection-systems

This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".

kiss

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

lets_ocr

A repository for OCR, which inlcudes some classical OCR algorithms Pytorch implementation such as CTPN, EAST and CRNN.

mask-centernet

Instance Segmentation based on CenterNet

mask-rcnn

A PyTorch implementation of the architecture of Mask RCNN, serves as an introduction to working with PyTorch

maskrcnn-benchmark

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