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How to Obtain Support
bombini@fi.infn.it | |
Social | Skype: ; Linkedin: ; Twitter: ; Hangouts: |
Jira |
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Needed datasets
Data Creator | Toronto University |
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Data Type | RGB Images |
Data Size | 175 MB |
Data Source | https://www.cs.toronto.edu/~kriz/cifar.html |
Short Description of the Use Case
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- Image_Inpaiting_Tutorial.ipynb: annotated notebook containing the construction and the training of the model
- open_model.ipynb: annoted notebook where the model trained over damaged 32x32 images is applied;
- open_model_192x192.ipynb: annoted notebook where the model trained over damaged 192x192 images is applied;
Other:
- Tutorial Image Inpainting.pdf: pdf version of the slides used while presenting this notebook;
- Tutorial Image Inpainting.pptx: powerpoint version of the slides used while presenting this notebook;
References
- Cifar dataset: https://www.cs.toronto.edu/~kriz/cifar.html
- Original UNet paper: https://arxiv.org/abs/1505.04597
- Original ADAM optimazer paper: https://arxiv.org/abs/1412.6980
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