https://github.com/williamfalcon/steel-defect-detection

Kaggle Steel defect detection
https://github.com/williamfalcon/steel-defect-detection

Last synced: over 1 year ago
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Kaggle Steel defect detection

• Host: GitHub
• URL: https://github.com/williamfalcon/steel-defect-detection
• Owner: williamFalcon
• License: gpl-3.0
• Created: 2020-11-11T17:47:33.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-11-11T22:08:13.000Z (over 5 years ago)
• Last Synced: 2025-01-22T11:47:41.804Z (over 1 year ago)
• Language: Python
• Size: 121 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Steel-Defect-Detection

Kaggle Steel defect detection

|        | model | lr_method | lr   | criterion | mIOU |

| ------ | ----- | --------- | ---- | --------- | ---- |

| target | unet  | radam     | 7e-5 | bce       | 0.6  |

| 2      | fpn   | adamW     | 7e-5 | bce+dice  | 0. 62|

model:

resnext50_32x4d

resnet34

se_resnet50

efficientnet-b0

failed:

# ColorJitter(0.4, 0.3, 0.3), Erasing