Biomedical sciences

LSS article

Object Detection

LSS article Image Dataset

v1

2024-02-22 6:29pm

Generated on Feb 22, 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 70%
51Images
Valid Set 21%
15Images
Test Set 10%
7Images

Preprocessing

Auto-Orient: Applied
Static Crop: 30-70% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

No augmentations were applied.