daifeng2016's repositories
Semantic-Change-Detection
This repository is for semantic change detection.
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
Awesome-GEE
A curated list of Google Earth Engine resources
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Awesome-Semi-Supervised-Semantic-Segmentation
A summary of recent semi-supervised semantic segmentation methods
DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
FastSAM
Fast Segment Anything
geo-bench
GEO-Bench: Toward Foundation Models for Earth Monitoring
Grounded-Segment-Anything
Marrying Grounding DINO with Segment Anything & Stable Diffusion & Tag2Text & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Audio Inputs
Ladder-Side-Tuning
PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"
PolyWorldPretrainedNetwork
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
RS5M
RS5M: a large-scale vision language dataset for remote sensing
SDL-Skeleton
A toolbox for object skeleton detection, can also be used for edge detection, building extraction and road extraction. TIP (2021)
Seg2Sat
Using StableDiffusion and ControlNet to generate synthetic aerial images
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
SpaceNet8
Algorithmic baseline for SpaceNet 8 Challenge
SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
techniques
Techniques for deep learning with satellite & aerial imagery
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.