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fpv drone

Semantic Segmentation

fpv drone Image Dataset

Versions
2022-08-14 6:23pm
v1
·
2 years ago
v1

2022-08-14 6:23pm

Generated on Aug 14, 2022
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266 Total Images

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Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 87%
231Images
Valid Set 8%
21Images
Test Set 5%
14Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3.75px
Noise: Up to 7% of pixels