Projects

Project I

Object Detection

Project I Image Dataset

v1

2024-05-27 10:38am

Generated on May 27, 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 99%
5909Images
Valid Set 1%
48Images
Test Set 0%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 1px
ws1
helmet-person-TKTi
1790 images
ws1
helmet-person
1737 images
-Helmet-NoHelmet-
1375 images
ppe-i7ar
2928 images