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algorithms

:computer: Data Structures and Algorithms in Python

autograd

Efficiently computes derivatives of numpy code.

classification_keras

使用keras实现的经典网络进行分类

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

cv-ocr-papers

cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

davar-lab-ocr

OCR toolbox from Davar-Lab

db

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

freesolo

FreeSOLO for unsupervised instance segmentation, CVPR 2022

labelme

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

ml-for-beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

mnn

MNN is a lightweight deep neural network inference engine.

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

numpy-ml

Machine learning, in numpy

ocr-sam

Combining MMOCR with Segment Anything & Stable Diffusion. Automatically detect, recognize and segment text instances, with serval downstream tasks, e.g., Text Removal and Text Inpainting

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)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

sseg-pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

structext

视觉预训练基础模型仓库

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.

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tesseract

Tesseract Open Source OCR Engine (main repository)

textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。

textrecognitiondatagenerator

A synthetic data generator for text recognition

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

zh-google-styleguide

Google 开源项目风格指南 (中文版)