Jose

Detection

Object Detection

Detection Image Dataset

v2

2024-01-18 1:49am

Generated on Jan 17, 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 90%
1572Images
Valid Set 10%
177Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Noise: Up to 1.88% of pixels
cancer-mix
701 images
left-normal-right-normal
701 images
hw2
cancer-mix-warthin
701 images
Parotid
709 images