wangyaojlu's Stars
huggingface/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
microsoft/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
fastai/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
facebookresearch/dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
open-mmlab/mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
facebookresearch/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
facebookresearch/dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
microsoft/DeepSpeedExamples
Example models using DeepSpeed
facebookresearch/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
teddysun/lamp
Install LAMP (Linux + Apache + MySQL/MariaDB + PHP) for AlmaLinux/RockyLinux/CentOS/Debian/Ubuntu
huggingface/blog
Public repo for HF blog posts
facebookincubator/submitit
Python 3.8+ toolbox for submitting jobs to Slurm
NVIDIA/deepops
Tools for building GPU clusters
facebookresearch/moco-v3
PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057
microsoft/SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
Jack-bo1220/Awesome-Remote-Sensing-Foundation-Models
satellite-image-deep-learning/datasets
Datasets for deep learning with satellite & aerial imagery
Junjue-Wang/LoveDA
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
SwinTransformer/Feature-Distillation
fMoW/dataset
LayneH/GreenMIM
[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.
ViTAE-Transformer/RSP
The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"
naver-ai/cl-vs-mim
(ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"
fitushar/3D-Grad-CAM
This repo contains Grad-CAM for 3D volumes.
Zian-Xu/Swin-MAE
Pytorch implementation of Swin MAE https://arxiv.org/abs/2212.13805
cmb-chula/pylon
Official implementation of Pyramid Localization Network (PYLON).
periakiva/MATTER
Official implementation of Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks
rayjc/ml-pca-foreground-removal
An example machine learning application of separating foreground and background through the use of Principal Component Analysis (PCA).