Park Seoung soo

pickus

Object Detection

pickus Image Dataset

v4

pickus_2022-04-22

Generated on Apr 22, 2022

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 80%
432Images
Valid Set 13%
69Images
Test Set 7%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
refrigerator-Np44
396 images
electronic-device-6tSh
195 images
electronic-device
663 images
fire-object
2479 images
FYP
dangerous-item
2479 images