Park Seoung soo

pickus

Object Detection

pickus Image Dataset

v16

2022-07-07 11:51pm

Generated on Jul 7, 2022

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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 79%
557Images
Valid Set 13%
95Images
Test Set 8%
56Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
electronic-device-6tSh
195 images
electronic-device
663 images
fire-object
2479 images
FYP
dangerous-item
2479 images