Hsu's repositories
Loss_ToolBox-PyTorch
PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss
Magic-VNet
VNet for 3d volume segmentation
Paper-Notes
Paper notes in deep learning/machine learning and computer vision
Image-preprocessing
a python image data augmentation library for deep learning
fullstack-tutorial
:rocket: Full Stack Developer Tutorial，后台技术栈/架构师成长之路，春招/秋招/校招/面试。
medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
book
个人认为对技术提升很不错的书
ChatGLM-6B
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
deep_learning_object_detection
A paper list of object detection using deep learning.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DeepLearningExamples
Deep Learning Examples
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
kornia
Open Source Differentiable Computer Vision Library
lianjia-scrawler
链家二手房租房在线数据，存量房交易服务平台数据，详细数据分析教程
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
LovaszSoftmax
Code for the Lovász-Softmax loss (CVPR 2018)
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
MedVision
Medical Image Vision Operators, such as RoIAlign, DCNv1, DCNv2 and NMS for both 2/3D images.
mmcv
OpenMMLab Computer Vision Foundation
mmdetection
OpenMMLab Detection Toolbox and Benchmark
MONAI
AI Toolkit for Healthcare Imaging
prefetch_generator
Simple package that makes your generator work in background thread
pytorch_warmup
Learning Rate Warmup in PyTorch
RSNA2019_Intracranial-Hemorrhage-Detection
Code for 1st Place Solution in Intracranial Hemorrhage Detection Challenge @ RSNA2019