Dataset Versions

v16

2024-03-14 4:35pm

Generated on Mar 14, 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 100%
616Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Noise: Up to 0.7% of pixels

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