Dataset Versions

v6

2023-04-10 4:22pm

Generated on Apr 10, 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.
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Dataset Split

Train Set 92%
1020Images
Valid Set 4%
46Images
Test Set 4%
47Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1600

Augmentations

Outputs per training example: 3
Grayscale: Apply to 23% of images
Hue: Between -65° and +65°
Brightness: Between -7% and +7%
Noise: Up to 1% of pixels

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