Dataset Versions

v1

2023-10-08 7:16pm

Generated on Oct 8, 2023

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.
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Dataset Split

Train Set 88%
210Images
Valid Set 13%
30Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 864x864

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 30% of images
Hue: Between -33° and +33°
Saturation: Between -25% and +25%
Blur: Up to 2px
Mosaic: Applied

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