Dataset Versions

v1

2024-08-23 6:12am

Generated on Aug 23, 2024

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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Dataset Split

Train Set 87%
1098Images
Valid Set 9%
110Images
Test Set 5%
59Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Grayscale: Applied
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -15° and +15°
Noise: Up to 0.1% of pixels

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