LABMaiTE

Cell Detection

Object Detection

Cell Detection Image Dataset

v8

2023-06-20 3:09pm

Generated on Jun 20, 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 83%
24Images
Valid Set 10%
3Images
Test Set 7%
2Images

Preprocessing

Resize: Fill (with center crop) in 640x640
Modify Classes: 4 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom