Dataset Versions

v1

gogogo

Generated on Oct 12, 2021

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%
138Images
Valid Set 8%
13Images
Test Set 3%
5Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -8° and +8°
Shear: ±8° Horizontal, ±8° Vertical
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%

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