Tianlun Zheng's Projects
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.
Awesome Few-Shot Class-Incremental Learning
Omnidirectional Scene Text Detection with Sequential-free Box Discretization (IJCAI 2019)
Official Pytorch implementations of CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition(IJCV)
Relevant papers in Continual Learning
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
⚙ 自动化平安复旦助手 (带验证码识别)
轻量级文字识别技术创新大赛终榜第5名
OpenMMLab Text Detection, Recognition and Understanding Toolbox
Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证的深度学习模型)
Official Pytorch implementations of MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition (ICCV 2023)
这是个学习别人零碎项目片段,然后运行的项目。copy过来只做学习用,甚至不一定能运行,后期整理集成到自己代码
Paddle implementations of PANet.
A Number Recognition algorithm
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)
Official implementations of PSENet, PAN and PAN++.
Pyramid Mask Text Detector designed by SenseTime Video Intelligence Research team.
PyCIL: A Python Toolbox for Class-Incremental Learning
基于Pytorch的OCR工具库,支持常用的文字检测和识别算法
「推荐算法学习+面试指南」一份涵盖大部分推荐算法工程师所需要掌握的核心知识。【目前更新就业面试的八股文询问内容】
fixed some errors from AirBernard/Scene-Text-Detection-with-SPCNET
Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)