CNU

Label_Only

Object Detection

Label_Only Image Dataset

v2

2023-08-09 7:16pm

Generated on Aug 9, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
453Images
Valid Set 9%
45Images
Test Set 4%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each
can-bottle
224 images
can-nolabel-label-nono
74 images
pet
an
pettobotole-bjwH
61 images
xg
bottle
1782 images