Dataset Versions

v2

2024-04-16 1:13pm

Generated on Apr 16, 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 80%
12Images
Valid Set 7%
1Images
Test Set 13%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1200x1080

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Blur: Up to 1px
Noise: Up to 0.65% of pixels