ml4eo-bootcamp-2021
Machine Learning for Earth Observation Training of Trainers Bootcamp (by radiantearth)
techniques
Techniques for deep learning with satellite & aerial imagery (by satellite-image-deep-learning)
ml4eo-bootcamp-2021 | techniques | |
---|---|---|
1 | 9 | |
90 | 7,832 | |
- | 2.7% | |
0.0 | 8.8 | |
over 2 years ago | 4 days ago | |
Jupyter Notebook | ||
- | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ml4eo-bootcamp-2021
Posts with mentions or reviews of ml4eo-bootcamp-2021.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-18.
techniques
Posts with mentions or reviews of techniques.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-02.
- What satellite image analytics are in demand now?
-
Tools for object detection on satellite images
This repo has been useful to me: https://github.com/satellite-image-deep-learning/techniques
-
How to convert big TIF image to smaller jpgs
Here's an extensive github collection on anything related https://github.com/robmarkcole/satellite-image-deep-learning
- Deep Learning for Remote Sensing
- If you want to learn about Machine Learning on Satellite Imagery, this constantly updated github repo has links to hundreds of different tutorials
- CNN in satellite images
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Sony teases ‘breakthrough AI project’ created with Gran Turismo studio Polyphony
Out of pure curiousity I checked and though theres a bunch of specialised categorisation/segmentation tools like the ones in the link, I didn't find any explicitly for generating realtime 3d assets: https://github.com/robmarkcole/satellite-image-deep-learning
- robmarkcole/satellite-image-deep-learning: Resources for deep learning with satellite & aerial imagery (incredibly comprehensive)
- Skills for a career in Remote Sensing?
What are some alternatives?
When comparing ml4eo-bootcamp-2021 and techniques you can also consider the following projects:
eo-learn - Earth observation processing framework for machine learning in Python
awesome-satellite-imagery-datasets - 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning