AhmedMohsen

drone-detection-new

Object Detection

drone-detection-new Image Dataset

v1

2022-03-21 4:29am

Generated on Mar 21, 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 91%
20078Images
Valid Set 5%
1101Images
Test Set 4%
858Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x512

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 1% of pixels