AI for Microscopy Diagnosis

MP-IDB

Object Detection

MP-IDB Image Dataset

v5

falciparum-default

Generated on May 3, 2024

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.
Other Formats
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Dataset Split

Train Set 69%
71Images
Valid Set 23%
24Images
Test Set 8%
8Images

Preprocessing

Modify Classes: 0 remapped, 11 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.