ml4eo-bootcamp-2021
Machine Learning for Earth Observation Training of Trainers Bootcamp (by radiantearth)
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning (by chrieke)
ml4eo-bootcamp-2021 | awesome-satellite-imagery-datasets | |
---|---|---|
1 | 6 | |
90 | 2,810 | |
- | - | |
0.0 | 4.9 | |
over 2 years ago | almost 2 years ago | |
Jupyter Notebook | ||
- | MIT License |
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.
awesome-satellite-imagery-datasets
Posts with mentions or reviews of awesome-satellite-imagery-datasets.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-15.
- GIS data for a project. I apologize for the banality of my request and for my English.
-
How can I learn remote sensing?
You can try doing the competitions on kaggle. Start with the older ones where you can read through the solutions other people posted and then try to come up with your own. Can also look for newer competitions and other open datasets here https://github.com/chrieke/awesome-satellite-imagery-datasets
-
Identifying a Landing Zone Project, Where to begin?
You can check this repo that lists a number of satellite imagery datasets and works that exploit them.
- Benchmark Data for Remote Sensing Image Classification
-
Downloading the entire Earth's satellite imagery?
These crazy datasets for ML / AI projects
-
Spatial Data Science
Satellite imagery object detection, there's loads of good quality open labelled datasets: https://github.com/chrieke/awesome-satellite-imagery-datasets
What are some alternatives?
When comparing ml4eo-bootcamp-2021 and awesome-satellite-imagery-datasets you can also consider the following projects:
eo-learn - Earth observation processing framework for machine learning in Python
techniques - Techniques for deep learning with satellite & aerial imagery