justinliu23 Goto Github PK

alert.ai

Created @ 2021 MIT Blueprint Hackathon

baidu-stock-pitch-ml

Supporting statistical analyses, price forecasting, and economic research for Baidu (BIDU) stock pitch

carla-semantic-image-segmentation

Custom U-Net to predict labels for image pixels on the CARLA self-driving car dataset

convolutional-model-step-by-step

Building a convolutional neural network from scratch

covid19-diagnosis

AI for COVID-19

deep-neural-network-step-by-step

Implemented all the building blocks of a neural network to build a deep ANN from scratch

dme-project

Prediction of DME eye disease

driver-license

Implementation of linked lists that simulates a DMV where drivers can receive reports and edit their license

eye-net

A Machine Learning Ensemble for Early Blindness Prevention

facial-recognition-system

Solving the 1:K matching problem with one-shot learning and the triplet loss function

frc-team-2637-infinite-recharge-competition

Controls subteam code for FRC Team 2637, 2019-2020

gradient-descent-initialization-methods

Exploration of various weight initialization methods for gradient descent

justinliu23

logistic-regression-as-neural-network

Building a logistic regression classifier through a neural network mindset

mobilenetv1-transfer-learning

Adapting a pretrained model to new data and training a classifier using the Functional API and MobileNetV1

mood-classifier

Created a mood classifier using the TF Keras Sequential API

neural-machine-translation

A Neural Machine Translation model using an attention mechanism to translate human language

neural-style-transfer

AI Art Generator: Implements a neural style transfer optimization algorithm to synthesize novel artistic images from any 2 content and style images

planar-data-classification

Planar data classification with one hidden layer

proximity

HackMIT 2023

python-bootcamp

Class materials for my free 6-week Python bootcamp

real-time-object-detection

Prototype of Real-Time Object Detection System for Self-Driving Cars

resnet50-from-scratch

Implementing the basic building blocks of ResNets in a deep neural network using Keras

school-evacuation

Student movement and school emergency evacuation simulation

spotify-data-analytics

Exploring Music Trends: Machine Learning and Visualizations with Spotify Data

stockscrape

Web scraping for personalized stock tracking

student-information-system

Simulation of a student information and course registration system (APCS A 2019 final project)

trigger-word-speech-detection

Constructing a speech dataset from synthesized data and implementing an algorithm for trigger word detection