huaixu96

Semantic-Segmentation

I will upload many semantic segmentation models to this repository for you to learn

CenterNet2CharDet

CenterNet-Keras

CenterNet: Implementation of target detection model in Keras

Scene-Text-Detection-with-SPCNET

Repository for Scene Text Detection with Supervised Pyramid Context Network with tensorflow.

DB-tf

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

number_detection_recognition

keras-text-number-detection（AdvancedEAST+ CRNN）

Text-Detection-Recognition

Text detection and recognition on COCO-Text

DBNet

This is a tensorflow2.x implementation of "Real-time Scene Text Detection with Differentiable Binarization"

Weakly-Supervised-Text-Detection

I implemented a detection algorithm with a classification data set that does not have annotation information for the bounding box. Based on resnet50 network, I implemented text detector using class activation mapping method.

text-detection

text detection using opencv and python

R-Net

A PyTorch implementation of "R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection” (TMM2021)

CNN-Captcha-break

基于CNN的固定长度固定字符类型的验证码识别

pytorch-CRAFT

本项目旨在以CRAFT提供的预训练模型为基础，进行迁移学习以用于检测自己数据集中的文本。

CRAFT_keras

Keras implementation of Character Region Awareness for Text Detection (CRAFT)

DBNet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

PAN.pytorch

A unofficial pytorch implementation of PAN(PSENet2): Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Amazing-Semantic-Segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

centernet-keras

这是一个centernet-keras的源码，可以用于训练自己的模型。

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Yet-Another-YOLOv4-Pytorch

YOLOv4 Pytorch implementation with all freebies and specials and 15+ more exclusive improvements. Easy to use!

R-YOLOv4

This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object detection.

Keras-YOLOv4

yolov4 42.0% mAP.ppyolo 45.1% mAP.

yolov4-keras

这是一个YoloV4-keras的源码，可以用于训练自己的模型。

PANet

Code for our ICCV 2019 paper PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment

SRN.pytorch

Unofficial PyTorch implementation of Towards Accurate Scene Text Recognition with Semantic Reasoning Networks

CRAFT-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

awesome-deep-text-detection-recognition

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

yolov5_prune

yolov5 prune，Support V2, V3, V4 and V6 versions of yolov5

mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

DTR

A network for irregular text recognition.