Dataset Versions

v19

2024-05-30 3:45pm

Generated on May 30, 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.
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Dataset Split

Train Set 89%
784Images
Valid Set 6%
55Images
Test Set 5%
40Images

Preprocessing

Resize: Stretch to 200x200

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Bounding Box: Flip: Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Noise: Up to 2% of pixels

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