zling's repositories
ai-learning-roadmap
Ai Learning Roadmap based on lots of open course sources and book materials. 我总结的 AI 学习路径。
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
DL_LHY_2021_Notes
深度学习 李宏毅 2021 学习笔记
few-shot-classification-leaderboard
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
Few-Shot-Semantic-Segmentation-Papers
Few Shot Semantic Segmentation Papers
lihang-code
《统计学习方法》的代码实现
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
Mask-pose
An open resource tool for animal pose estimation.
MICCAI-OpenSourcePapers
MICCAI 2020-2022 Open Source Papers
MICCAI2023-Challenge-STAGE-TASK-3
The official pytorch baseline for Task 3 of STAGE.
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
pytorch-lightning-template
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.
SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.