Dataset Versions

v2

2022-05-11 10:40am

Generated on May 11, 2022

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%
150Images
Valid Set 6%
10Images
Test Set 6%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 1 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Noise: Up to 8% of pixels
Cutout: 10 boxes with 10% size each

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