Dataset Versions

v10

2024-10-22 3:41pm

Generated on Oct 22, 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 88%
360Images
Valid Set 9%
35Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -40° and +40°
Brightness: Between -24% and +24%
Blur: Up to 1.6px
Noise: Up to 0.93% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Blur: Up to 0.5px

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