Ashwin Singh's repositories
Image-Processing-Exercises
Image processing exercises on: masks, thresholding, line/corner detection (Hough Transform, Harris Detector), tracking (KLT, Mean-Shift), pyramids, feature extraction (ORB); Based on tutorials by Pysource
Deep-Q-Learning-for-Autonomous-Vehicles
Testing a double deep q-network for self-driving cars using open-source Carla environment. Built in Tensorflow 1.15
COVID-Compare
Find keyword trends (Using k-means and gaussian mixture models) to see how America and Canada have responded to the Coronavirus outbreak differently
Cuda_Examples
CUDA C exercises to learn more about parallel programming, based on book: CUDA by Example: An Introduction to General-Purpose GPU Programming
Data-Structures-Algorithms
Exercises for DS&A covering graphs, path planning, HTs, heaps, linked lists, and leetcode challenges
Learning-Android-Studio
Exercises to learn Android Studio UI/UX features, containers (adapters), lifecycle, activities, fragments, intents. Work done in mix of Java, Kotlin
Learning-Tensorflow
Based on tutorial series by Hvass Labs; All models will be running on Python 3.7 using older version of Tensorflow (1.X) to maintain compatibility with import examples; ran on CPU
Quant-Finance-Projects
Implementations of models, trading strategies and theories from quantitative finance
rl-playground
Trying out RL algorithms (Q-learning, Deep Q-learning) using Gym
TimeSeriesAnalysis
Exercises collected from Python for Time Series Data Analysis Course on Udemy
TTC-Routes-Helper
Centralised platform for your commutes in the Greater Toronto Area! Sign in and access local TTC routes plus your current Presto balance. Built with Android Studio (Java), PHP, SQL
Distributed-Systems-Labs
Labs completed for CS4435: Selected Topics on Scalable & Robust Distributed Systems
Machine-Learning-Labs
Labs & research paper completed for CS4442: Introduction to Machine Learning
Presence
Made for Hack the North 2021: An app that tracks attendance using Alexa! Designed on Figma, powered by VoiceFlow, Node.js, MongoDB
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
Smart-Mirror
Display for a smart mirror created using Qt, Weather, Spotify APIs, that enables motion detection and portability through integration with a Raspberry Pi & Arduino