Dataset Versions

v21

2222pict-augm_x2

Generated on Jul 24, 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 95%
4012Images
Valid Set 5%
201Images
Test Set 0%
15Images

Preprocessing

Resize: Fit within 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -36° and +36°
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Mosaic: Applied