Dataset Versions

v4

2024-07-19 4:40pm

Generated on Jul 19, 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 72%
48Images
Valid Set 19%
13Images
Test Set 9%
6Images

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
Bounding Box: Brightness: Between -28% and +28%

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