Dataset Versions

v14

2023-10-30 4:35pm

Generated on Oct 30, 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 93%
7371Images
Valid Set 6%
481Images
Test Set 1%
111Images

Preprocessing

Resize: Fit (black edges) in 752x752

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Noise: Up to 5% of pixels

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