Dataset Versions

v13

bagus-tambahan_ikan_gugel

Generated on May 29, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 92%
7491Images
Valid Set 6%
469Images
Test Set 2%
155Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Modify Classes: 10 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Blur: Up to 1.1px
Noise: Up to 1.12% of pixels

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