бутылка без qr и коробка

Object Detection

бутылка без qr и коробка Dataset

v10

2024-08-30 5:41pm

Generated on Aug 30, 2024

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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 84%
1323Images
Valid Set 9%
142Images
Test Set 7%
104Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Exposure: Between -19% and +19%
Blur: Up to 0.7px
Noise: Up to 1.53% of pixels