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Machine-Learning Notebooks Directory

~ Number of Notebooks - 7

1. Anime Face Creation

  • Creating fake anime cases using GAN
  • Dataset used is from this Kaggle Link
  • Model Creation and Training is done using Pytorch

2. Flower Classification

  • Dataset used is from this Kaggle Link
  • Classification is done using ResNet9 Model built using Pytorch

3. DCGAN

  • Dataset used is from Builtin MNIST DataSet in Pytorch
  • Model Creation and Training is done using Pytorch
  • Paper Link

4. Creative AI (Deep Dream)

5. CNN Architectures

  • Major CNN Architectures implemented
    • LeNet
    • VGG16
    • GoogleNet (Inception Net)
    • ResNet
  • Model Creation and Training is done using Pytorch
  • All the Research Papers are provided in the notebook itself
  • Code is inspired & Written with the help of Aladdin Persson Youtube videos

6. Breast Cancer Prediction

  • Dataset used is from Builtin Breast Cancer DataSet in Sklearn
  • Model Creation and Training is done using Scikit-Learn

7. CIFAR10 Classification

  • Dataset used is from Builtin CIFAR10 DataSet in Pytorch
  • Model Creation and Training is done using Pytorch