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3dunetgsformer

Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer" paper.

acquisition-time

Drawing (Satellite) acquisition dates in a timeline

activefire

Active fire detection and segmentation with CNN

adapt

Awesome Domain Adaptation Python Toolbox

ai-remotesensing

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arset-cropclassification

Crop Classification with Sentinel 1/2 - NASA ARSET Training: https://appliedsciences.nasa.gov/join-mission/training/english/arset-agricultural-crop-classification-synthetic-aperture-radar-and

atmorep

AtmoRep model code

automatic_prompt_engineer

awesome-open-vocabulary-semantic-segmentation

A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..

awesome-remote-sensing-foundation-models

遥感基础模型 （RSFM） 的论文、数据集、代码和预训练权重的集合

awesome-remote-sensing-multimodal-large-language-model

Multimodal Large Language Model for Remote Sensing (Vision-Language)

awesome-remote-sensing-vision-language-models

Awesome-Remote-Sensing-Vision-Language-Models

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

burned_area_detection

Detecting Burned Areas with Sentinel-2 remote sensing data using Deep Learning

calfiremonitoring

Project on Monitoring with ongoing california wildfire

cdl-segmentation

Paper Portfolio: "A Deep Learning based comparative study for Land cover and Crop type Classification "

ce-gzsl

Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning

chg2cap

Changes to Captions: An Attentive Network for Remote Sensing Change Captioning

chinese-clip

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

classify_by_description_release

climsim

An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.

clip-rsicd

clip_diffusion

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contrastive-satellite

Using contrastive learning to create embeddings from satellite imagery.

convlstm-2

Convolutional LSTM for Precipitation Nowcasting

convtimelstm

Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing

croma

Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)