Dataset Versions

v14

2023-03-09 12:10pm

Generated on Mar 9, 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.
Other Formats
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Dataset Split

Train Set 75%
483Images
Valid Set 13%
81Images
Test Set 12%
76Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Grayscale: Apply to 19% of images
Hue: Between -180° and +180°
Saturation: Between -99% and +99%
Blur: Up to 1.5px
Noise: Up to 3% of pixels

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