Samantha Prestrelski's starred repositories
no-style-please
A (nearly) no-CSS, fast, minimalist Jekyll theme.
Commit-Challenge-2024
Goal - make one commit every day and build something meaningful & deployable!
acm-ai-site
Main website for ACM AI at UCSD
acoustic-multiclass-training
Data processing and training pipeline for classifying bird species by sound
SWE-Interview-Questions
Collection of technical interview questions from companies anywhere from startups to FAANG!
embedded-systems-course
Project-based curriculum to teach relevant knowledge in programming, mechanical, and electrical concepts for embedded systems applications.
BirdNET-Lite
TFLite version of BirdNET. Bird sound recognition for more than 6,000 species worldwide.
microfaune
Bird Detection and Identification Using Deep Learning
BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
passive-acoustic-biodiversity
UCSD Engineers for Exploration Project meant to process and cluster Peruvian Amazon Rainforest audio data
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. Methods range from DSP based foreground-background separation, cross-correlation based template matching, as well as bird presence sound event detection deep learning models!