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New Discoveries #26
A Neural Plasticity-Inspired Foundation Model, A Satellite Band Selection Framework, Sen2Fire, UV6K & SICKLE datasets, and MapYourCity challenge
Apr 23
•
Robin Cole
5
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New Discoveries #26
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Earthquake detection with Sentinel-1
With Daniele Rege Cambrin
Apr 19
•
Robin Cole
3
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Earthquake detection with Sentinel-1
www.satellite-image-deep-learning.com
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20:17
March 2024
New discoveries #25
Clay Foundation Model, Self-supervised spatio-temporal representation learning of SITS, Guidelines to Compare Semantic Segmentation Maps at Different…
Mar 29
•
Robin Cole
6
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New discoveries #25
www.satellite-image-deep-learning.com
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Machine learning with SAR at ASTERRA
With Inon Sharony
Mar 19
•
Robin Cole
6
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Machine learning with SAR at ASTERRA
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24:25
Major TOM: Expandable EO Datasets
Listen now (26 mins) | With Alistair Francis and Mikolaj Czerkawski
Mar 7
•
Robin Cole
,
Mikolaj Czerkawski
, and
Alistair Francis
5
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Major TOM: Expandable EO Datasets
www.satellite-image-deep-learning.com
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2
26:18
February 2024
Location Embedding with SatCLIP, with Konstantin Klemmer
SatClip is a global & general purpose location encoder trained on Sentinel 2 imagery
Feb 21
•
Robin Cole
7
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Location Embedding with SatCLIP, with Konstantin Klemmer
www.satellite-image-deep-learning.com
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25:11
New discoveries #24
CropNet, A simple & strong xBD baseline, DengueNet, OpenEarthMap challenge, Vehicle Perception dataset, QGPT Agent & Streaming spatial data with…
Feb 16
•
Robin Cole
7
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New discoveries #24
www.satellite-image-deep-learning.com
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January 2024
New discoveries #23
METEOR, Seeing the roads through the trees, A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection, Globe230k dataset & new…
Jan 25
•
Robin Cole
7
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New discoveries #23
www.satellite-image-deep-learning.com
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AI powered image annotation with James Gallagher
Models such as Segment Anything, GroundingDINO and RemoteCLIP can be linked together to enable new annotation capabilities
Jan 15
•
Robin Cole
20
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AI powered image annotation with James Gallagher
www.satellite-image-deep-learning.com
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23:57
Super-Resolution at gamma.earth with Yosef Akhtman
Super resolution is a technique which enables transforming an image with 10m pixels into an image with 1m pixels
Jan 6
•
Robin Cole
22
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Super-Resolution at gamma.earth with Yosef Akhtman
www.satellite-image-deep-learning.com
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3
33:36
December 2023
New discoveries #22
SatBird, Multi-Stage Semantic Segmentation Quantifies Fragmentation of Small Habitats at a Landscape Scale, Digital Typhoon Dataset & Ten deep learning…
Dec 5, 2023
•
Robin Cole
7
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New discoveries #22
www.satellite-image-deep-learning.com
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November 2023
New discoveries #21
Canopy height prediction from Sentinel-2 images, SATIN & SAMRS datasets, and technical factors to consider when designing neural networks for semantic…
Nov 1, 2023
•
Robin Cole
7
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New discoveries #21
www.satellite-image-deep-learning.com
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