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3d-machine-learning

A resource repository for 3D machine learning

adversairal-training-for-human-pose-estimation-using-hrnet

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

compact-transformers

[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

cov-weighting

Implementation for our WACV 2021 paper "Multi-Loss Weighting with Coefficient of Variations"

debian

Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)

debug-mistakes-cce

Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022

deep_learning-notebook

Paper list

dermsynth3d

Official code for "DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images". A data generation pipeline for creating photorealistic in-the-wild synthetic dermatalogical data with rich multi-task annotations for various skin-analysis tasks..

detection_template

一个目标检测的通用框架(不需要cuda编译)，支持Yolo全系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等SOTA网络。

dg_mmld

Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains

doprompt

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

eblnet

epvt-and-skin-dg-benchamrk

Domain generalization benchmark for skin lesion recognition, MICCAI 2023

foundation-medical

iccv2021-paper-code-interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

isic2024_baselines

lads

Official Implementation of LADS (Latent Augmentation using Domain descriptionS)

leetcode

machine-learning-from-scratch

mmdetection

OpenMMLab Detection Toolbox and Benchmark

monai

AI Toolkit for Healthcare Imaging

nurvid-benchmark

objectdetectiondatasets

目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

parallel-computing-and-architecture-design

pldg

This repo is the official implementation of "Prompt-driven Latent Domain Generalization for Medical Image Classification".

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques