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New discoveries #19
Prithvi-100M foundational model, HSAT, RapidAI4EO & Five-Billion-Pixel datasets, and SeaDroneSim2
Sep 6
•
Robin Cole
5
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New discoveries #19
www.satellite-image-deep-learning.com
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August 2023
Deep learning in Google Earth Engine with Jake Wilkins
Listen now (31 mins) | The pros and cons of several approaches to deep learning with Earth Engine
Aug 30
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Robin Cole
3
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Deep learning in Google Earth Engine with Jake Wilkins
www.satellite-image-deep-learning.com
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PyRawS for onboard image processing with Roberto Del Prete
Listen now (31 mins) | PyRaws is a powerful open source Python package that provides a comprehensive set of tools for working with Sentinel 2 raw…
Aug 15
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Robin Cole
3
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PyRawS for onboard image processing with Roberto Del Prete
www.satellite-image-deep-learning.com
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New discoveries #18
TreeFormer, HSAT, Geo-Tiles for Semantic Segmentation, Ben-ge dataset, Global Precipitation Nowcasting, AI generated satellite images competition
Aug 11
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Robin Cole
3
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New discoveries #18
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A brief history of the satellite-image-deep-learning Github repository
A brief history of the popular satellite-image-deep-learning techniques repository, and why you should create something similar
Aug 10
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Robin Cole
7
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A brief history of the satellite-image-deep-learning Github repository
www.satellite-image-deep-learning.com
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July 2023
Synthetic training data with Nathan Kundtz
Listen now (20 mins) | How synthetic image data is used in training machine machine models
Jul 12
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Robin Cole
3
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Synthetic training data with Nathan Kundtz
www.satellite-image-deep-learning.com
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Orbuculum with Derek Ding
Listen now (12 mins) | Orbuculum is a novel platform that transforms machine learning models from GIS and EO researchers into monetizable smart…
Jul 4
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Robin Cole
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Orbuculum with Derek Ding
www.satellite-image-deep-learning.com
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New discoveries #17
AR-CDNet, Orbuculum, FLAIR #2 Competition, Land-Cover-Semantic-Segmentation-PyTorch, 3DCD Dataset, awesome-remote-image-captioning & Minds Behind Maps…
Jul 3
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Robin Cole
2
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New discoveries #17
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June 2023
New discoveries #16
Presto, FLAIR dataset, Whale detection in satellite imagery with active learning, Identifying contrails competition and new video: The ML workflow at…
Jun 1
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Robin Cole
1
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New discoveries #16
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May 2023
The machine learning workflow at Development Seed with Ryan Avery
Listen now (29 mins) | Ryan is an expert in developing machine learning-powered services for processing satellite and camera trap imagery
May 31
•
Robin Cole
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The machine learning workflow at Development Seed with Ryan Avery
www.satellite-image-deep-learning.com
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New discoveries #15
Scale-MAE, labs-gpt-stac, ChaBuD challenge, BioMassters winners announced & Marine Debris dataset
May 1
•
Robin Cole
8
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New discoveries #15
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April 2023
New discoveries #14
PaRK-Detect, LSKNet, Sat2Density, OnlyPlanes Dataset, Pools and WaterTanks datasets
Apr 4
•
Robin Cole
9
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New discoveries #14
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