aniketbang

ICDAR2019 ReCTS脱机单字识别任务部分代码，复现改进了alexnet resnet等网络，进行了图像增强、分割，比赛结果排名第11。

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

A Unet based deeplearning model to line/box/spurious artifacts from text images. Unsupervised training.

This is a tool for pixel wise segmentation. This is developed in order to do use cases like page extraction, textline , word and structure recognition of library documents.

patchwise semantic segmentation

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

This tool can detect textline of given image and write the output in a page xml data.

In-depth tutorials for implementing deep learning models on your own with PyTorch.

A multi-layer perceptron network for artificial text and character generation

How to train Detectron2 with Custom COCO Datasets | DLology

Master thesis project, aims to classify a scanned document, combining the physical segmentation phase and the logical segmentation phase

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

DANet: Divergent Activation for Weakly Supervised Object Localization，in ICCV 2019

Distorted Document Images dataset (DDI-100).

very fast CTPN

Document Layout Analysis repos for development with PdfPig.

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)