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aspect

A web app leveraging machine learning to help detect Diabetic Retinopathy from vessel images.

aswinvisva

aswinvisva.github.io

This is the repository containing the code for my personal website. It showcases my projects, experiences, and interests.

convobuddy

Using the Google Cloud Vision API to help individuals with Autism identify emotions.

diabetic-retinopathy-detection

This project is to use the Kaggle dataset and implement deep learning algorithms to predict Diabetic Retinopathy in eye vessel images.

dl_log_analysis

Deep Learning Log Analysis using Pytorch

dnn_vessel_heterogeneity

This project is to aid research in uncovering vascular heterogeneity using machine learning techniques.

exploring-optical-flow

Naive implementation of the Lucas-Kanade optical flow algorithm

facial_recognition

Similar to Face ID developed by Apple, this project uses deep learning to determine who is in an image.

lane_line_detector

Using machine learning for lane line detection in autonomous vehicles.

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

mibi_data_denoising

minecraft-mods-in-java

This is to showcase some modifications I made in Minecraft, for example a teleportation wand, all done in Java.

msci_436_final_project

This project aims to predict heart disease given various medical signals using Sci-Kit Learn's Random Forest implementation. This also provides a user interface to interact with the model to aid decision makers.

mte544_lab

multigrid-mibi-segmentation

Unsupervised multiplexed imaging grid segmentation algorithm for identifying cells and other structures from MIBI data.

next_word_predictor

Using machine learning to create a "Next-word" prediction system.

notes_topic_modeling

Using machine learning to automatically group my school notes into folders.

optical_flow_algorithms

This is a very slow, toy implementation of the Lucas-Kanade Optical Flow algorithm for self-learning purposes.

pong-rl

Using deep reinforcement learning to beat the classic game "Pong".

quicksense

This repository is to showcase our StarterHacks 2019 project - a glove targeted towards blind or partially deaf individuals which uses object recognition to find everyday objects they may be looking for. This was coded entirely in python.

screen-time-calculator

This repository is to showcase my Grade 12 computer science culminating where I created a program which calculates the screen time of the user using facial recognition, and warning them when a time limit is exceeded. This was coded in Java.

sign-language-glove

This repository is to showcase the Sign Language Glove myself and Sultan Emaish created for the 2017 Toronto Science Fair, where we won a gold medal and a scholarship for best senior prize. This was coded in C++.

slam_bot_nano

Jetson Nano SLAM robot

smart-bike-helmet

This is to showcase the Smart Bike Helmet myself and Sultan Emaish made for the 2018 Science Fair and Engineering Without Borders competition at U of T, where we won a bronze medal and first place prize, respectively. This was coded in Python.

sonnet_generator

This project generates old english sonnets given a phrase of 15 words to start with. This uses Tensorflow and Keras for the LSTM neural network.

spacex_rl_simulation

SpaceX 2D booster landing simulation solved by reinforcement learning

traffic_light_detection

C++ and Python implementations of traffic light, arrow and sign classification with OpenCV for autonomous driving applications.

vestro-mibi

Toolbox for MIBI data analysis

ydlidar-sdk

Driver for receiving YD LiDAR data and more...