Awesome
Satellite Image Classification Project
A project to explore various satellite imagery classification techniques in remote sensing.
Methods to be looked into: (Tentative)
- Pixel-Based Classification
- Object-Based (Obejct-Oriented) Image Analysis Classification
- Machine Learning / Deep Learning based classification
Classification Preview
Harris Globe-15 15m (Source)
| Original LANDSAT | Classification (3-Classes) |
|---|---|
| <img src="https://github.com/samsonxian/Satellite-Image-Classification/blob/master/image/sample1.jpg?raw=true" width="400" /> | <img src="https://github.com/samsonxian/Satellite-Image-Classification/blob/master/image/sample1-classified.jpg?raw=true" width="400" /> |
3 classes: | pink: water | blue: vegetation | yellow: land |
Hexagon 30cm (Source)
| <img src="https://github.com/samsonxian/Satellite-Image-Classification/blob/master/image/sample2.jpg?raw=true" width="800" /> |
|---|
| <img src="https://github.com/samsonxian/Satellite-Image-Classification/blob/master/image/sample2-classified.jpg?raw=true" width="800" /> |
4 classes: | red: water | magenta: land | blue: vegetation | yellow: tile |