FucDrone

drone102

Object Detection

drone102 Image Dataset

v1

2023-10-20 10:32am

Generated on Oct 20, 2023

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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 79%
3423Images
Valid Set 10%
432Images
Test Set 12%
501Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -15% and +15%
Noise: Up to 5% of pixels

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