Dataset Versions

v13

2024-07-23 2:48pm

Generated on Jul 23, 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 94%
364Images
Valid Set 6%
22Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 3 dropped
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Shear: ±13° Horizontal, ±13° Vertical
Brightness: Between -10% and +10%
Noise: Up to 1.17% of pixels