Samantha Prestrelski's repositories
detention-game
Top-down 2D RPG where the player has to solve puzzles and collect items to escape an abandoned school. Made using Unity.
overheardspis
Web message board for SPIS students. Built with Express.js, EJS, PostgreSQL, and Heroku.
rhythm-room
Listen to music and watch videos synchronously. Built with React, Heroku, and Socket.io
3d-platformer-game
3D platformer where the player tries to collect coins and jump on platforms to reach an end point. Made with Unity.
portfolio
my portfolio 🍊
acoustic-species-classification
Data processing and training pipeline for classifying bird species by sound
arduino-mini-projects
Arduino LED and LCD projects that blink in different patterns and display text.
cse15l-lab-reports
Lab reports website for CSE15L: Software Tools & Techniques Lab
custom-object-classification
Object detection and classification using TensorFlow on Raspberry Pi.
embedded-systems-course
Project-based curriculum to teach relevant knowledge in programming, mechanical, and electrical concepts for embedded systems applications.
flickflix
explore the top movies this week
heart-disease-prediction
unsupervised learning models for predicting heart disease from health information
multilingual-sentiment-analysis
multilingual sentiment analysis of news sources + analysis of literary and historical texts using computational methods for LTCS180
peculiar-grass-touching-tech
🌾 after a long day of staring at screens, be incentivized to go outside!🌾 winner at lahacks :)
PyHa
A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Current proof of concept work being fulfilled on Bird Audio clips using Microfaune predictions.
Pyrenote
Pyrenote, the Audio Labeling System for Acoustics Specifies Identification Project, is built to generate human moment-to-moment labels on audio files. At present, being used to label bird audio data. Derived from the open source repo Audino
Robotics-SkyStone
Code for robots programmed during the 2019-2020 FIRST Tech Challenge season. FTC-SDK v5.3, includes TensorFlow computer vision support. Add V3
smog-walkability-analysis
exploring the relationship between increased walkability/public transit and smog pollution
sprestrelski
it's me!
tablecreator
Generate markdown tables from .csv files
tf-deep-learning
A collection of deep learning models using TensorFlow