identifikasiterong

pakaianrapi2

Object Detection

pakaianrapi2 Image Dataset

v1

2023-05-02 5:50pm

Generated on May 2, 2023

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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.
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Dataset Split

Train Set 83%
511Images
Valid Set 12%
71Images
Test Set 5%
30Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hair-shirt-Tshirt-hijab-shoe
2964 images
Safe-Danger
1106 images
Safe-Danger-TmNn
1106 images
helmet-nbh5-Safe-Danger-TmNn
664 images