Dataset Versions

v1

2023-11-09 1:41am

Generated on Nov 8, 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 84%
432Images
Valid Set 8%
40Images
Test Set 8%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Noise: Up to 6% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 10% of pixels

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