Dataset Versions

v8

2023-03-14 3:28pm

Generated on Mar 14, 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%
291Images
Valid Set 8%
26Images
Test Set 6%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -25° and +25°
Blur: Up to 10px
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px