Hamza Mushtaq

Notebook detector

Object Detection

Notebook detector Image Dataset

v1

Notebook

Generated on Feb 15, 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 84%
27Images
Valid Set 6%
2Images
Test Set 9%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Phone-Laptop-Book-Tablet
147 images
American-Sign-Language
2919 images
Fyp
-ali-guns-suspicious
54 images