TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

AI人工智能、深度学习领域，2024年全网最全即插即用模块，包含各种卷积变种、最新注意力机制、特征融合模块、上下采样模块，持续更新中......

(IJCV2024 & ICCV2023) LSKNet: A Foundation Lightweight Backbone for Remote Sensing

Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts (CVPR 2024)

[CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"

Open Source Road Datasets

a novel real-time model in semantic segmentation

Python scripts for the Segment Anythin 2 (SAM2) model in ONNX

This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds

A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.

System for AI Education Resource.

Datasets related to remote sensing and deep learning

Implement of CVPR2024 'Infrared Small Target Detection with Scale and Location Sensitivity'

[CVPR 2024] Code release for TransNeXt model

ChangeMamba: Change Detection Based on Spatio-Temporal State Space Model

Fine-tune SegGPT model with custom datasets

Official code of Remote Sensing Mamba

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

[ICLR'24] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching

This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised v…

ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image