May 27, 2019
Why Swift May Be the Next Big Thing in Deep Learning
If you are into deep learning, then Swift is a language you should probably start learning. Why? Learn in this post.
Jan 28, 2019
Key Deep Learning Architectures - ZFNet
Detailed overview of the ZFNet architecture.
Jan 21, 2019
Deep Learning Vision for Non-Vision Tasks
Learn about how creative data processing allows using the full power of deep learning vision for non-vision tasks.
Oct 2, 2018
Key Deep Learning Architectures - LeNet-5
Detailed overview of the LeNet-5 architecture.
Oct 2, 2018
Key Deep Learning Architectures for Visual Object Recognition
This series provides an overview of important CNN architectures.
Oct 2, 2018
Key Deep Learning Architectures - AlexNet
Detailed overview of the AlexNet architecture.
Apr 28, 2018
Stochastic Weight Averaging — a New Way to Get State of the Art Results in Deep Learning
SWA is a method to ensemble models in the weight space, allowing to achieve better generalization.
Nov 3, 2017
Understanding Hinton’s Capsule Networks. Part 1. Intuition.
This post provides basic intuition behind CapsNets.
Aug 20, 2017
Computer Vision-Based Vehicle Detection
In this project, I use computer vision methods and traditional machine learning models to build a real-time vehicle detection system.
Aug 15, 2017
Advanced Lane Finding
In this project, I use advanced computer vision techniques to detect road lanes and measure road curvature and vehicle offset relative to the center of lane.
Aug 1, 2017
Behavioral Cloning using Deep Learning
In this project, I use deep learning to teach a simulated vehicle to drive around the track.
Jul 31, 2017
Traffic Signs Classification
In this project, I used deep learning to classify traffic signs.
May 28, 2017
Finding Lane Lines on the Road
In this project, I used computer vision techniques to automatically detect road lanes.
Jan 16, 2017
Predictive Modeling in Breast Cancer Diagnostics Using Supervised Machine Learning Techniques
In this project, I chose to use supervised machine learning to build a breast cancer diagnostic system.