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swimmer

Object Detection

swimmer Image Dataset

v1

2022-03-11 6:53pm

Generated on Mar 11, 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 87%
846Images
Valid Set 8%
81Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 560x315

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels

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