Dataset Versions

v9

2023-03-16 2:45pm

Generated on Mar 16, 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.
Other Formats
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Dataset Split

Train Set 86%
318Images
Valid Set 8%
28Images
Test Set 6%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Blur: Up to 10px
Bounding Box: Brightness: Between -77% and +77%
Bounding Box: Exposure: Between -99% and +99%
Bounding Box: Blur: Up to 10px