HanXiaoyou's repositories
cancer-instance-segmentation-from-tissue
Tissue Segmentation of Cancer using DeepLabV3 + Resnet101, U-Net, Inception U-Net, RefineNet
Dive-into-OCR
“Dive Into OCR” is a textbook developed by the PaddleOCR community that integrates OCR theory and practice.
ecg-qa
Official repository for distributing ECG-QA dataset
ecg-selfsupervised
Self-supervised representation learning from 12-lead ECG data
EEG-Transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
ElastixModelZoo
Model Zoo for parameter settings in Elastix, ITKElastix and SimpleElastix
Flowchart-Detection
Detecting hand drawn flowcharts using Tensorflow Object Detection API - Faster RCNN
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
How-to-use-nnUNet-DeepMedic-for-brain-tumor-segmentation
In this project you will find a tutorial on how to train or/and use a pre-trained model of two neural network models designed for medical imaging segmentation, especially brain tumor segmentation: deepMedic and nnUnet. With the help of this project you will be able to install one of these two frameworks in a linux operating system and use them to segment brain tumors.
InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
Monkey
【CVPR 2024 Highlight】Monkey (LMM): Image Resolution and Text Label Are Important Things for Large Multi-modal Models
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)
pyradiomics
Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics
pytorch-CAM
Class Activation Mapping written in PyTorch.
Real-Time-2D-and-3D-Hand-Pose-Estimation
Real-Time 2D and 3D Hand Pose Estimation from RGB Image
REKCARC-TSC-UHT
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
SciencePlots
Matplotlib styles for scientific plotting
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Synthetic-ECG-Generation---GAN-Models-Comparison
In this project we compared 5 models from GAN family in synthetic single heartbeat generation
torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
TotalSegmentator
Tool for robust segmentation of >100 important anatomical structures in CT images