OBJECT DETECTION
Rotatated airplane Detector based on EfficientDet
- This rotation airplane detector is implemented and modified based on pytorch implementing EfficientDet(horizontal) and you can find original paper here.
Experiment
- Prepare airplane dataset for Task1-Detection with oriented bounding boxes DOTA dataset
evaluation metrics
| coefficient | Input Size | mAP(iou=.5) |
|---|---|---|
| D2 | 768 x 768 | 0.574 |
loss curve
- Totall loss = regression loss + clasification loss
Outputs for rotated airplane detector
-
Correct detection for all airplanes
-
Detection of airplanes along with some error in detection
