IgorWodecki

BudowaKaski

Object Detection

BudowaKaski Image Dataset

v2

2024-02-21 2:07pm

Generated on Feb 21, 2024

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 93%
1599Images
Valid Set 5%
78Images
Test Set 2%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1.8px
Vest-NOVest-Helmet-NOHelmet
9913 images
Boots-Helmet-Person-Vest
3446 images
PPE-no_PPE
2659 images
ppe
helmet-vest-boots
3713 images