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  ---
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  language:
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- - en
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  tags:
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- - defect-detection
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- - image-classification
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- - machine-learning
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- - quality-control
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- - ensemble-learning
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- - neural-networks
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  license: apache-2.0
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  datasets:
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- - custom_paper_surface_defect
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  pipeline_tag: image-classification
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  model-index:
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- - name: Paper Defect Detection
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- results:
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- - task:
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- type: image-classification
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- name: Surface Defect Detection
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- metrics:
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- - type: accuracy
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- value: 0.81
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- name: Ensemble Test Accuracy
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- - type: f1
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- value: 0.80
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- name: F1 Score
 
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  ---
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  # Surface Defect Detection and Classification Model
 
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  ---
2
  language:
3
+ - en
4
  tags:
5
+ - defect-detection
6
+ - image-classification
7
+ - machine-learning
8
+ - quality-control
9
+ - ensemble-learning
10
+ - neural-networks
11
  license: apache-2.0
12
  datasets:
13
+ - custom_paper_surface_defect
14
  pipeline_tag: image-classification
15
  model-index:
16
+ - name: Paper Defect Detection
17
+ results:
18
+ - task:
19
+ type: image-classification
20
+ name: Surface Defect Detection
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+ metrics:
22
+ - type: accuracy
23
+ value: 0.81
24
+ name: Ensemble Test Accuracy
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+ - type: f1
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+ value: 0.8
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+ name: F1 Score
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+ library_name: sklearn
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  ---
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  # Surface Defect Detection and Classification Model