Dataset Versions

v4

2024-06-28 8:48am

Generated on Jun 28, 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 86%
198Images
Valid Set 9%
21Images
Test Set 5%
12Images

Preprocessing

Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Grayscale: Apply to 19% of images
Noise: Up to 5.96% of pixels
Bounding Box: Noise: Up to 3.75% of pixels

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