hearthead2018's repositories
IEEE_TPAMI_SpectralGPT
Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.
MTP
The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"
DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
SEANet_torch
ISPRS: Using a semantic edge-aware multi-task neural network to delineate agricultural parcels from remote sensing images
Exchanger4SITS
The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".
BsiNet-torch
JAG: Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
test
Automatically create machine learning datasets from satellite images
GeoMLA
Machine Learning algorithms for spatial and spatiotemporal data
S2preprocessing
A collection of python and bash scripts for downloading, preprocessing and uploading Sentinel images.