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Version 8

Train a Deep Learning Model from Scratch using CelebA dataset with over 200k images of celebrities with 40 binary attribute annotations. Follow the step-by-step guide to learn data preprocessing, EDA, and modeling using PyTorch.

Course Project - Train a Deep Learning Model from Scratch

1. Dataset

  • The dataset is from kaggle, CelebFaces Attributes (CelebA) Dataset with Over 200k images of celebrities with 40 binary attribute annotations.
  • We have utilised only images to train our model.
  • Link to dataset page on kaggle https://www.kaggle.com/jessicali9530/celeba-dataset
# prject name
project_name = 'course-project-humanface-dcgan'
# install opendatasets module 
!pip install opendatasets --upgrade --quiet