Dataset Versions

v22

2023-07-05 10:14am

Generated on Jul 5, 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.
Other Formats
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Dataset Split

Train Set 90%
1296Images
Valid Set 5%
76Images
Test Set 5%
74Images

Preprocessing

Resize: Stretch to 480x480
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±0° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%

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