https://github.com/clementapa/celebfaces_attributes_classification
This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.
https://github.com/clementapa/celebfaces_attributes_classification
celeba-dataset computer-vision deep-learning image-classification multi-label-classification python pytorch-lightning vision-transformer
Last synced: 5 months ago
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This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.
- Host: GitHub
- URL: https://github.com/clementapa/celebfaces_attributes_classification
- Owner: clementapa
- License: mit
- Created: 2022-01-28T15:47:50.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-08-16T11:07:31.000Z (about 2 years ago)
- Last Synced: 2025-05-06T22:14:18.115Z (5 months ago)
- Topics: celeba-dataset, computer-vision, deep-learning, image-classification, multi-label-classification, python, pytorch-lightning, vision-transformer
- Language: Jupyter Notebook
- Homepage:
- Size: 168 MB
- Stars: 33
- Watchers: 1
- Forks: 4
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE