AIML Cell Yeast Counter

Yeast - box area

Object Detection

Yeast - box area Image Dataset

v6

2023-06-28 3:11pm

Generated on Jun 28, 2023

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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 86%
181Images
Valid Set 8%
16Images
Test Set 6%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°