vayt

teknofest sekil

Object Detection

teknofest sekil Image Dataset

v4

2024-04-14 6:32pm

Generated on Apr 14, 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 78%
1212Images
Valid Set 14%
213Images
Test Set 8%
127Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 4.9px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
shape
180 images
ji-hji-he-xing-zxing-zhxing-zhuxing-zhuaxing-zhuanxing-zhuang
1818 images