Dataset Versions

v15

2023-04-18 9:27am

Generated on Apr 18, 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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Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 11 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -0° and +0°
Shear: ±0° Horizontal, ±0° Vertical
Grayscale: Apply to 0% of images
Saturation: Between -0% and +0%
Exposure: Between -0% and +0%
Blur: Up to 0px
Noise: Up to 0% of pixels

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