Dataset Versions

v6

2022-12-04 7-37pm Augment box

Generated on Dec 4, 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 95%
5712Images
Valid Set 5%
273Images
Test Set 1%
50Images

Preprocessing

Resize: Stretch to 480x480
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -20% and +20%
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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