Dataset Versions

v8

2022-12-25 1:01pm

Generated on Dec 25, 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 89%
3162Images
Valid Set 8%
271Images
Test Set 3%
124Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal

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