Machine Learning and Deep Learning Experiments

Contents

1. Transfer Learning example - Image classifier using advanced model in Tensorflow hub and easy interface of Tensorflow estimator APIs

2. Adanet Implementation - Stack overflow tags text classifier using adanet and estimators making use of tf-hub modules.

3. Color Quantization using K-Means clustering - Reducing the color palette of image using K Means Clustering

4. Story Generation using LSTM - Harry Potter. Tweet generation using character level RNN model that tweets like Elon Musk.

5. Hacker Earth Deep Learning Challenge - Auto tag images of the Gala. Done using PyTorch and Resnet18. Simple Transfer Learning solution with Data loaders and augmentation.