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box_discretization_network

Omnidirectional Scene Text Detection with Sequential-free Box Discretization (IJCAI 2019). Including competition model, online demo, etc.

deep_learning_object_detection

A paper list of object detection using deep learning.

detvisgui

This is a GUI for easily visualizing detection results .

easy_detection

一个简单方便的目标检测框架(PyTorch环境可直接运行，不需要cuda编译)，支持Faster_RCNN、Yolo系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等经典网络。

edrnet

⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects

edsl

EDSL code

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

icdar2021_mfd

1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection（公式检测冠军方案）

im2latex

Pytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex

image2katex

公式图片ocr，输入图片输出对应的latex表达式

latex-ocr

pix2tex: Using a ViT to convert images of equations into LaTeX code.

learning_resource

学习资料

lf-yolo

LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

masktextspotterv3

The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting"

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

object-detection-augmentation

这里面存放了一些目标检测算法的数据增强方法。如mosaic、mixup。

objectdetectionimbalance

Lists the papers related to imbalance problems in object detection [TPAMI]

ocr_dataset

收集并整理有关OCR的数据集并统一标注格式，以便实验需要

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

pan_pp.pytorch

Official implementations of PSENet, PAN and PAN++.

psconv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

pst-table

表格结构解析新思路（表格识别新思路）

scanssd

Scanning Single Shot Detector for Math in Document Images

seq2seq-layout-analysis

end2end layout analysis based seq2seq

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

surface-defect-detection-dataset

surface-inspection-defect-detection-dataset

This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc

table-detect

table detect(yolo) , table line(unet)

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite