Dataset Versions

v4

2024-03-11 1:59am

Generated on Mar 10, 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 88%
216Images
Valid Set 12%
30Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 415x415

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 0.77% of pixels
Cutout: 2 boxes with 22% size each
Bounding Box: Rotation: Between -15° and +15°

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