Dataset Versions

v1

2022-06-09 11:38am

Generated on Jun 9, 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.
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126 Total Images

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Dataset Split

Train Set 86%
108Images
Valid Set 5%
6Images
Test Set 10%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Tile: 3 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Hue: Between -6° and +6°
Noise: Up to 2% of pixels

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