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Flasche330

Object Detection

Flasche330 Image Dataset

v2

Dataset2

Generated on May 2, 2022

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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 78%
486Images
Valid Set 12%
77Images
Test Set 10%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -19° and +19°
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels
Plastic-bottles
725 images
UTT
plastic-bottles
715 images
bottles
725 images
Plastic-Bottles
331 images