Ahmad Khatib
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Machine Learning

Projects and Coursework
Neural Network Architecture for Detecting Traffic Signs
Machine Learning

Neural Network Architecture for Detecting Traffic Signs

Design a convolutional neural network to classify traffic signs. Starting with the LeNet architecture and improving its generalization and accuracy.
Dec 7, 2019 5 min read
Vehicle Detection and Tracking in Highway Video Footage
Machine Learning

Vehicle Detection and Tracking in Highway Video Footage

Detect vehicles and track them in a video! Using HOG features, an SVM and heatmap to find cars and track them in each frame of video.
Nov 12, 2019 5 min read
Udacity Self-Driving Car System Integration Project
Machine Learning

Udacity Self-Driving Car System Integration Project

Final project for the Udacity Self-Driving Car Nanodegree: Programming a Real Self-Driving Car. Using ROS to integrate the planning, traffic light detection and vehicle controls.
Nov 5, 2019 9 min read
Visualizing Key NFL Team Data on Win Conditions
Machine Learning

Visualizing Key NFL Team Data on Win Conditions

Artificial Neural Networks and Machine Learning techniques have been used in the past to predict NFL game outcomes. Let's explore the data and find some correlations.
Jul 15, 2019 7 min read
Brain-Computer Interface: Motor Neuron Simulation
Academic

Brain-Computer Interface: Motor Neuron Simulation

Movements of the human body have been shown to correlate to neurons in the motor cortex of the brain and spinal cord.
Nov 18, 2015 3 min read
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