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36h-lj's Projects

deephyperx icon deephyperx

Deep learning toolbox based on PyTorch for hyperspectral data classification.

deeptreeattention icon deeptreeattention

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

detectree icon detectree

Tree detection from aerial imagery in Python

earthmapper icon earthmapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

hybridsn icon hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

rslabel icon rslabel

remote sensing (RS) image annotation tool for deep learning

sentinel_lakeice icon sentinel_lakeice

Lake Ice Detection from Sentinel-1 SAR with Deep Learning (Deeplabv3+, Tensorflow). The data was collected from Google Earth Engine platform.

thesis icon thesis

Master Thesis done at Politecnico di Milano for KTH Royal Institute of Technology. Focused on HSI classification using semi-supervised learning.

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