Dataset Versions

v1

2024-10-26 6:11pm

Generated on Oct 26, 2024

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 %
0Images
Valid Set %
0Images
Test Set 100%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -12° and +12°
Saturation: Between -8% and +8%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.4px
Noise: Up to 0.1% of pixels

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