Dataset Versions

v33

2023-03-14 3:57pm

Generated on Mar 14, 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 93%
1458Images
Valid Set 4%
62Images
Test Set 3%
40Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±4° Horizontal, ±4° Vertical
Grayscale: Apply to 6% of images
Hue: Between -4° and +4°
Brightness: Between -6% and +6%
Blur: Up to 0.75px