Google Colab
My personal notes for Google Colab notebooks
Flower Image Classifier Using AWS SageMaker
Trained a flower image classification deep learning model using AWS SageMaker and associated ecosystem tools. A REST API was deployed for external consumption.
Document Scanner From Photo
Created a basic document scanner using OpenCV that detects a 4-sided document in an image and straightens it out for a full frontal view.
Graduated With Masters From Georgia Tech OMSCS
Back in August 2016, I started on an educational journey to deepen my Computer Science knowledge with the OMSCS…
Auto-Generation of Looping Cinemagraphs
Used graph cut optimization to auto generate looping cinemagraphs from videos, based on “Automated Video Looping with Progressive Dynamism”, Z. Liao et al., 2013, implemented in C++
Content-Aware Image Resizing Using Seam Carving
Implemented “Seam
Carving for Content-Aware Image Resizing”, S. Avidan and A. Sharmir, 2007, the magical algorithm that allows for resizing of images while preserving major features
Lunar Lander: Reinforcement Learning Using Deep Q-Learning
Used deep Q-learning to train a rocket to land successfully in Lunar Lander (OpenAI Gym)
New York Taxi Location-Based Data Analysis
Analysis using R to visualize taxi pickup locations in New York that resulted in the highest tip amount from passengers during morning rush hours