https://github.com/aquadzn/paintingsclassification

Image classifier with FastAI
https://github.com/aquadzn/paintingsclassification

Last synced: 3 months ago
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Image classifier with FastAI

• Host: GitHub
• URL: https://github.com/aquadzn/paintingsclassification
• Owner: aquadzn
• Created: 2019-04-10T11:01:53.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-04-15T13:12:45.000Z (over 6 years ago)
• Last Synced: 2025-04-25T03:37:18.484Z (6 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 21.2 MB
• Stars: 8
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# PaintingsClassification

**Paintings classifier with FastAI - Pytorch**

Classification d'environ 1000 peintures de quatre peintres différents :

 - Van Gogh

 - Cortes

 - Aïvazovsi

 - Renoir

 

```db.show_batch()```


![Data batch](https://image.noelshack.com/fichiers/2019/15/4/1554977638-1.png)

```learn.recorder.plot()```


![Data batch](https://image.noelshack.com/fichiers/2019/15/4/1554977638-2.png)




```interp.plot_top_losses(9, figsize=(14,9))```


![Data batch](https://image.noelshack.com/fichiers/2019/15/4/1554977638-3.png)




```interp.plot_confusion_matrix()```


![Data batch](https://image.noelshack.com/fichiers/2019/15/4/1554977638-4.png)