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Hi everyone 👋

I am a graduate student with a master's degree from Fudan University. My main research area lies within computer vision, with a specific focus on scene text recognition, incremental learning, and recommendation algorithms. I am actively seeking opportunities for doctoral positions. If my work catches your interest, please don't hesitate to get in touch with me.

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Tianlun Zheng's Projects

abinet icon abinet

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

adelaidet icon adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

advancedeast icon advancedeast

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.

cdistnet icon cdistnet

Official Pytorch implementations of CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition(IJCV)

dbnet.pytorch icon dbnet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

hello_fudan icon hello_fudan

⚙ 自动化平安复旦助手 (带验证码识别)

mmocr icon mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

models icon models

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)

mrn icon mrn

Official Pytorch implementations of MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition (ICCV 2023)

ocr-learnning icon ocr-learnning

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

paddleocr icon 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)

pmtd icon pmtd

Pyramid Mask Text Detector designed by SenseTime Video Intelligence Research team.

pycil icon pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

pytorchocr icon pytorchocr

基于Pytorch的OCR工具库,支持常用的文字检测和识别算法

recommendation-algorithm-guide icon recommendation-algorithm-guide

「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】

spcnet icon spcnet

fixed some errors from AirBernard/Scene-Text-Detection-with-SPCNET

str-fewer-labels icon str-fewer-labels

Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)

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