crackdetection

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my detection

Object Detection

my detection Image Dataset

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Versions
2022-08-16 1:21pm
v13
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2 years ago
2022-08-16 1:09pm
v12
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2022-08-16 12:51pm
v11
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2022-08-16 12:51pm
v10
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2 years ago
2022-08-16 12:47pm
v9
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2 years ago
2022-08-15 5:40pm
v8
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2 years ago
2022-08-15 5:34pm
v7
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2 years ago
2022-08-15 5:32pm
v6
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2 years ago
2022-08-15 5:28pm
v5
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2 years ago
2022-08-15 5:21pm
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2022-08-15 5:11pm
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2022-08-15 4:28pm
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2022-08-15 4:08pm
v1
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2 years ago
v7

2022-08-15 5:34pm

Generated on Aug 15, 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.
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703 Total Images

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Dataset Split

Train Set 70%
492Images
Valid Set 20%
141Images
Test Set 10%
70Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -40% and +40%
Brightness: Between -25% and +25%
Cutout: 25 boxes with 3% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -55% and +55%