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Better PLC

Object Detection

Better PLC Image Dataset

Versions
2022-02-24 6:04pm
v3
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2 years ago
2022-02-24 6:00pm
v2
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2 years ago
2022-02-24 5:57pm
v1
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2 years ago
v3

2022-02-24 6:04pm

Generated on Feb 24, 2022
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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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736 Total Images

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Dataset Split

Train Set 88%
645Images
Valid Set 9%
63Images
Test Set 4%
28Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 17% of images
Noise: Up to 5% of pixels
Mosaic: Applied