Dataset Versions

v8

2022-10-10 11:22am

Generated on Oct 10, 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 83%
75Images
Valid Set 9%
8Images
Test Set 8%
7Images

Preprocessing

Resize: Fit (white edges) in 1280x448
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Shear: ±1° Horizontal, ±1° Vertical
Blur: Up to 1px
Noise: Up to 10% of pixels