Dataset Versions

v3

2023-07-15 8:46am

Generated on Jul 15, 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.
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Dataset Split

Train Set 84%
78Images
Valid Set 5%
5Images
Test Set 11%
10Images

Preprocessing

Resize: Stretch to 1113x552

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -59% and +59%

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