Pinned Repositories
BsiNet-torch
JAG: Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images
DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
Exchanger4SITS
The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".
GeoMLA
Machine Learning algorithms for spatial and spatiotemporal data
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"
S2preprocessing
A collection of python and bash scripts for downloading, preprocessing and uploading Sentinel images.
SEANet_torch
ISPRS: Using a semantic edge-aware multi-task neural network to delineate agricultural parcels from remote sensing images
test
Automatically create machine learning datasets from satellite images
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
hearthead2018's Repositories
hearthead2018/BsiNet-torch
JAG: Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images
hearthead2018/DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
hearthead2018/Exchanger4SITS
The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".
hearthead2018/GeoMLA
Machine Learning algorithms for spatial and spatiotemporal data
hearthead2018/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.
hearthead2018/MTP
The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"
hearthead2018/S2preprocessing
A collection of python and bash scripts for downloading, preprocessing and uploading Sentinel images.
hearthead2018/SEANet_torch
ISPRS: Using a semantic edge-aware multi-task neural network to delineate agricultural parcels from remote sensing images
hearthead2018/test
Automatically create machine learning datasets from satellite images
hearthead2018/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite