Ilyas

Siga_detector

Object Detection

Siga_detector Image Dataset

v4

dataset2602_v1

Generated on Mar 30, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 90%
2343Images
Valid Set 8%
203Images
Test Set 2%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°