Dataset Versions

v15

2024-10-20 6:05am

Generated on Oct 20, 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 90%
1280Images
Valid Set 6%
92Images
Test Set 3%
44Images

Preprocessing

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

Augmentations

Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Counter-Clockwise
Brightness: Between -10% and +10%
Noise: Up to 1.01% of pixels