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Metric Learning & Generative AI

Tasks:

Training Siamese Network on Labeled Faces in the Wild (LFW) Dataset

Training a generative model for generating face images, using a GAN.

Generated_Images.gif

Instructions:

  1. Clone the repository using:
    git clone https://github.com/munish30monga/Metric_Learning-Generative_AI
  2. Navigate to the project directory:
     cd Metric_Learning-Generative_AI
  3. Download the dataset and paste the extracted folder inside the dataset directory:
    Metric_Learning-Generative_AI/dataset/lfw/(folders_here)
  4. Install the requirements using:
    pip install -r requirements.txt
    or
    conda env create -f EE_782.yml
  5. Give the appropriate command line argument, check the help using:
    python 22m2153.py --help

Owner:

Munish

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Training Siamese Network on Labeled Faces in the Wild (LFW) Dataset

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