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😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库
A curated list of reinforcement learning with human feedback resources (continually updated)
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Techniques for deep learning with satellite & aerial imagery
SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.
A collection of loss functions for medical image segmentation
torchsummaryX: Improved visualization tool of torchsummary
"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks
一位酷爱做饭的程序员,立志用动画将算法说的通俗易懂。我的面试网站 www.chengxuchu.com
深度学习总结,包含基础知识、目标检测、目标跟踪、目标分类,深度学习八股文,相关竞赛等
MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
A curated list of awesome self-supervised methods
A one-stop repository for low-code easily-installable object detection pipelines.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
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
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)