Dataset Versions

v3

2024-04-16 10:47pm

Generated on Apr 16, 2024

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 76%
1542Images
Valid Set 20%
398Images
Test Set 5%
101Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 31% of images
Exposure: Between -23% and +23%
Blur: Up to 2px
Noise: Up to 2.16% of pixels

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