techniques
datasets-for-good
techniques | datasets-for-good | |
---|---|---|
9 | 1 | |
7,832 | 226 | |
2.7% | - | |
8.8 | 0.0 | |
4 days ago | over 3 years ago | |
Apache License 2.0 | - |
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.
techniques
- 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?
datasets-for-good
What are some alternatives?
awesome-satellite-imagery-datasets - 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
awesome-project-ideas - Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
AnimeGANv3 - Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.
Hello-Kaggle - For someone who is new at Kaggle
godot-tensorflow-workspace - Machine learning for Godot Engine
lemon-dataset - Lemons quality control dataset
ml4eo-bootcamp-2021 - Machine Learning for Earth Observation Training of Trainers Bootcamp
dataset-registry - Dataset registry DVC project
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
covid19za - Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa
EESRGAN - Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈