Dataset Versions

v3

2023-06-21 12:13am

Generated on Jun 20, 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 87%
618Images
Valid Set 8%
59Images
Test Set 4%
30Images

Preprocessing

Resize: Stretch to 256x256
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%

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