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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
24:25
6
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Machine learning with SAR at ASTERRA
www.satellite-image-deep-learning.com
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Major TOM: Expandable EO Datasets
Listen now (26 mins) | With Alistair Francis and Mikolaj Czerkawski
Mar 7
•
Robin Cole
,
Mikolaj Czerkawski
, and
Alistair Francis
26:18
5
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Major TOM: Expandable EO Datasets
www.satellite-image-deep-learning.com
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2
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
25:11
7
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Location Embedding with SatCLIP, with Konstantin Klemmer
www.satellite-image-deep-learning.com
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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
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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
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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
23:57
20
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AI powered image annotation with James Gallagher
www.satellite-image-deep-learning.com
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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
33:36
22
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Super-Resolution at gamma.earth with Yosef Akhtman
www.satellite-image-deep-learning.com
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3
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
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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
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October 2023
New discoveries #20
SatlasPretrain dataset, Data-Centric Land Cover Classification Challenge, Map-sat, How to deploy an ML model to Amazon SageMaker, From edge detection to…
Oct 3, 2023
•
Robin Cole
6
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New discoveries #20
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September 2023
Deep learning for 3D understanding of satellite images
Mikolaj hosts Dawa Derksen, Roger Marí, and Yujiao Shi to talk about using deep learning for 3D understanding of satellite images:
Sep 26, 2023
•
Robin Cole
1:41:43
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Deep learning for 3D understanding of satellite images
www.satellite-image-deep-learning.com
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