dyl96

nanodet-plus-opencv

分别使用OpenCV、ONNXRuntime部署NanoDet-Plus，包含C++和Python两个版本的程序

EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

DNTR

A DeNoising FPN with Transformer R-CNN for Tiny Object Detection

ORFENet

Tiny Object Detection in Remote Sensing Images Based on Object Reconstruction and Multiple Receptive Field Adaptive Feature Enhancement (IEEE TGRS 2024)

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

RepViT

RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything

YOLO-World

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

RemoteCLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

RS5M

RS5M: a large-scale vision language dataset for remote sensing [TGRS]

GeoChat

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

UniRepLKNet

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

LRDNet

A Lightweight Road Detection Algorithm Based on Multiscale Convolutional Attention Network and Coupled Decoder Head (IEEE GRSL 2023)

ImageNet-1K

ImageNet-1K data download, processing for using as a dataset

ESG_TODNet

A Tiny Object Detection Method Based on Explicit Semantic Guidance for Remote Sensing Images (IEEE GRSL 2024)

ELW_CDNet

An Extremely Lightweight Change Detection Algorithm Based on Light Global-Local Feature Enhancement Module (IEEE GRSL 2023)

Co-DETR

[ICCV 2023] DETRs with Collaborative Hybrid Assignments Training

mmdet-rfla

ECCV22: RFLA

DroneVehicle

Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning

Context-Cluster

[ICLR 2023 Oral] Image as Set of Points

yolov5_deploy

open-cd

A Change Detection Repo Standing on the Shoulders of Giants

CDLab

Yet another repository for developing and benchmarking deep learning-based change detection methods.

A2Net

Lightweight Remote Sensing Change Detection with Progressive Aggregation and Supervised Attention (IEEE TGRS 2023)

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

ml-cvnets

CVNets: A library for training computer vision networks

SegNeXt

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

nanodet