Dataset Versions

v2

2023-04-13 8:04am

Generated on Apr 13, 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.
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Dataset Split

Train Set 92%
723Images
Valid Set 4%
30Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -38% and +38%
Brightness: Between -25% and +25%
Noise: Up to 10% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%

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