Aircraft Detection

Test-area-Aircraft

Object Detection

Test-area-Aircraft Image Dataset

v2

New Dataset - Increased size

Generated on Jun 28, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
6190Images
Valid Set 8%
586Images
Test Set 4%
314Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Blur: Up to 10px