HydroTech

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Object Detection

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v4

2023-05-31 4:11pm

Generated on May 31, 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.
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Dataset Split

Train Set 93%
792Images
Valid Set %
0Images
Test Set 7%
64Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±11° Horizontal, ±11° Vertical
Hue: Between -25° and +25°
Saturation: Between -15% and +15%
Exposure: Between -10% and +10%