Dataset Versions

v2

2023-10-23 3:00pm

Generated on Oct 23, 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.
Other Formats
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Dataset Split

Train Set 82%
56Images
Valid Set 12%
8Images
Test Set 6%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Grayscale: Applied

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°