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)

• Built this notebook with the help of a Udemy Course
• Model Creation and Training is done using Tensorflow
• Author's Notebook

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