Dataset Versions

v1

2023-04-14 10:21pm

Generated on Apr 14, 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 94%
261Images
Valid Set 5%
15Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 540x320

Augmentations

Outputs per training example: 3
Grayscale: Apply to 49% of images
Saturation: Between -30% and +30%

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