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abinet

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

bag_of_tricks_for_image_classification_with_convolutional_neural_networks

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

bert_ocr.pytorch

Unofficial PyTorch implementation of 2D Attentional Irregular Scene Text Recognizer

chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , psenet(8.5M) + crnn(6.3M) + anglenet(1.5M) 总模型仅17M

counting-detr

Few-shot Object Counting and Detection (ECCV 2022)

craft-pytorch

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

ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python.

db

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

deep-models

Implementation of a couple deep learning models using TensorFlow

deep-text-recognition-benchmark

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

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

dnl-semantic-segmentation

Code for “Disentangled Non-local Neural Networks”

documentlayoutanalysis

Document Layout Analysis repos for development with PdfPig.

edu-bert

好未来开源教育领域首个在线教学中文预训练模型TAL-EduBERT

fpn_tensorflow

A Tensorflow implementation of FPN detection framework.

ghostnet

[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

image2katex

公式图片ocr，输入图片输出对应的latex表达式

kenlm

KenLM: Faster and Smaller Language Model Queries

keras-dualpathnetworks

Dual Path Networks for Keras 2.0+

leifeng_tf_course

ml-gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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

overhaul-distillation

Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)

pan.pytorch

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

prefix-beam-search

Code for prefix beam search tutorial by @labodk

psenet.pytorch

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

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-handwritten-mathematical-expression-recognition

This program uses Attention and Coverage to realize HMER and this program is based on Pytorch.