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МЕГА ПАЧКА ЧИПСОВ ЛЕЙС С КРАБОМ

Object Detection

МЕГА ПАЧКА ЧИПСОВ ЛЕЙС С КРАБОМ Image Dataset

v2

2024-05-18 4:14pm

Generated on May 18, 2024

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 82%
13422Images
Valid Set 12%
1916Images
Test Set 6%
959Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.89% of pixels