Xiaolu Yan's repositories
ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
awesome-remote-sensing-vision-language-models
Awesome-Remote-Sensing-Vision-Language-Models
Awesome-Weakly-Supervised-Semantic-Segmentation-Papers
Recent weakly supervised semantic segmentation paper
Awesome-WSSS
A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2023.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
DMS
档案管理系统
fyan1024.github.io
My personal notes & blogs site.
LargeLossMatters
Large Loss Matters in Weakly Supervised Multi-Label Classification - CVPR2022
micro-sam
Segment Anything for Microscopy
open-cd
A Change Detection Repo Standing on the Shoulders of Giants
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. No need to rewrite your config in hydra.
RSPrompter
This is the pytorch implement of our paper "RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model"
SAMed
The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"
ScribFormer
[IEEE Transactions on Medical Imaging/TMI] This repository is the official implementation of the paper ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
sparse-vit-wsss
Code repository for Hanna, J., Mommert, M., & Borth, D. (2023). Sparse Multimodal Vision Transformer for Weakly Supervised Semantic Segmentation, In CVPRW EarthVision 2023
techniques
Techniques for deep learning with satellite & aerial imagery
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
WeakSAM
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer