Dataset Versions

v6

2023-06-18 5:38pm

Generated on Jun 18, 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.
Other Formats
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Dataset Split

Train Set 95%
1023Images
Valid Set 4%
42Images
Test Set 1%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Brightness: Between -30% and +30%
Noise: Up to 1% of pixels