Dataset Versions

v8

2024-02-09 10:56am

Generated on Feb 9, 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.
Other Formats
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Dataset Split

Train Set 94%
678Images
Valid Set 6%
41Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 512x512

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Brightness: Between -15% and +15%
Blur: Up to 1.4px
Noise: Up to 0.3% of pixels

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