borewell

deep learning

Object Detection

deep learning Image Dataset

v6

2024-05-07 8:26am

Generated on May 7, 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 58%
22Images
Valid Set 21%
8Images
Test Set 21%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.
Driving-Actions
37 images
PFE
cigarette-seatbelt-cup-phone
588 images
PFE
cigarette-seatbelt-cup-phone
588 images
cigarette-phone-seatbelt-cup
419 images