FPT University

Phone

Object Detection

Phone Image Dataset

v14

2022-10-18 10:04am

Generated on Oct 18, 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 92%
155Images
Valid Set 4%
6Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
waterBattle-anwar-Book-Mobile
49 images
phone-earbuds-pillow-headset-mouse-helmet
38 images