Dataset Versions

v2

2023-11-24 4:16pm

Generated on Nov 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.
Other Formats
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Dataset Split

Train Set 88%
339Images
Valid Set 8%
31Images
Test Set 4%
16Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -50% and +50%
Blur: Up to 1px
Noise: Up to 1% of pixels
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -25% and +25%

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