utopai

fold_detect

Object Detection

fold_detect Image Dataset

v5

2023-12-29 1:22pm

Generated on Dec 29, 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 84%
3482Images
Valid Set 8%
321Images
Test Set 8%
336Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Hue: Between -14° and +14°
Exposure: Between -4% and +4%