List of project to detect solar panels from images (e.g. aerial or satellite)
| Project name | Task | Tool | License | Images |
|---|---|---|---|---|
| DeepSolar | Image classification & segmentation | Tensorflow 1.X (Python 2.7) | MIT | aerial/satellite |
| DeepSolar | Image classification | Keras | none | aerial/satellite |
| Solar-Panels-Detection | Semantic segmentation | PyTorch | none | aerial/satellite |
| thermography | Polygon proposals & segmentation | Tensorflow | none | photos |
| Automatic-Defect-Inspection-of-Solar-Farm | Object detection (defects) | Tensorflow Object Detection API | None | Thermal images |
| solar-panel-locator | Semantic segmentation | Keras | none | aerial/satellite |
| DSI-Capstone-Project | Superpixel classification | skimage | none | aerial/satellite |
| DeepSolaris | Image classification | Keras | none | aerial/satellite |