Dataset Versions

v5

2023-02-10 3:27pm

Generated on Feb 10, 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 77%
111Images
Valid Set 6%
8Images
Test Set 17%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±13° Horizontal, ±13° Vertical
Grayscale: Apply to 25% of images
Exposure: Between -19% and +19%
Noise: Up to 5% of pixels
Bounding Box: Blur: Up to 1.75px

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