Stars
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu. Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset…
A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirica…
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"
Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.
MDPI Journal: Remote Sensing Track 2023
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
Global to Local: Clip-LSTM based Object Detection from Remote Sensing Images
🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)
OpenMMLab Pre-training Toolbox and Benchmark
High-Resolution Image Synthesis with Latent Diffusion Models
A project for text-to-image remote sensing image generation.
A latent text-to-image diffusion model
Dual Attention Network for Scene Segmentation (CVPR2019)
Models and examples built with TensorFlow
The matlab code for "Change Detection from Synthetic Aperture Radar Images Based on Neighborhood-Based Ratio and Extreme Learning Machine", JARS 2016
Code for "Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network," IEEE JSTARS 2021
[IEEE TGRS 2020] Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network
The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"
Implementation of Siamese Neural Networks for One-shot Image Recognition
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
this is all of my code and data with my deep learning note
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Implementation of the ChangeNet paper