Machine learning research in the British Antarctic Survey AI Lab.
Interested in applying Big Data and machine learning tools to remote sensing imagery.
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British Antarctic Survey
- Cambridge, UK
- @Martinsjrogers
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ViSual_IceD
ViSual_IceD PublicDeep learning tool for automated sea ice detection in concurrent multispectral and synthetic aperture radar imagery.
Python 7
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IceDetection_wandb
IceDetection_wandb PublicSea ice detection using CNN algorithm and hyperparamter tuning using weights and biases
Python 3
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MODIS_Extraction
MODIS_Extraction PublicCode to extract MODIS imagery from NASA Earthdata repository.
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VEdge_Detector_scivision
VEdge_Detector_scivision PublicNew version of original VEdge_Detector repository for integration with SciVision
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cnn_preprocess
cnn_preprocess PublicExamples of code used to preprocess SAR satellite imagery and corresponding manually digitised layers prior to CNN input
Python 1
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