Dataset Versions

v2

2022-03-05 6:57pm

Generated on Mar 5, 2022

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 87%
360Images
Valid Set 8%
34Images
Test Set 5%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -7° and +7°
Shear: ±7° Horizontal, ±7° Vertical
Saturation: Between -15% and +15%
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -7° and +7°
Bounding Box: Shear: ±7° Horizontal, ±7° Vertical

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