Dataset Versions

v5

2024-07-25 2:17pm

Generated on Jul 25, 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.
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Dataset Split

Train Set 77%
75Images
Valid Set 16%
16Images
Test Set 7%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 800x450
Tile: 1 rows x 1 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Cutout: 1 boxes with 28% size each
Bounding Box: Brightness: Between -28% and +28%
Bounding Box: Blur: Up to 2.5px

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