Dataset Versions

v3

2024-10-29 3:42pm

Generated on Oct 29, 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.
Other Formats
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Dataset Split

Train Set 88%
600Images
Valid Set 8%
57Images
Test Set 4%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Grayscale: Apply to 15% of images
Noise: Up to 0.5% of pixels

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