v5

2022-12-01 1:23pm

Generated on Dec 1, 2022

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 96%
1470Images
Valid Set 4%
62Images
Test Set 0%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 413x413

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -31° and +31°
Bounding Box: Flip: Horizontal, Vertical

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