Dataset Versions

v2

2023-08-12 8:53pm

Generated on Aug 12, 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 88%
3696Images
Valid Set 8%
352Images
Test Set 4%
176Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 42% of images
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal

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