Dataset Versions

v1

2023-06-27 9:02pm

Generated on Jun 27, 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 85%
195Images
Valid Set 11%
25Images
Test Set 4%
10Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Grayscale: Apply to 50% of images
Saturation: Between -18% and +18%
Brightness: Between -16% and +16%
Exposure: Between -17% and +17%
Blur: Up to 2px
Noise: Up to 2% of pixels

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