LSQI15's repositories
MSiA490-AmazonReviewTextClassification
Classifying Amazon reviews with SVM, Naive Bayes, LSTM, and BERT; Productized the best SVM model for real-time text classification with Flask App.
Customer-Churn-Predictor-App
A full-stack web application utilizing AWS RDS for cloud backend storage, a fully reproducible random forest model pipeline for inference, CSS, HTML, and Flask App for the user-facing website, and Docker for deployment.
Gun-Violence-Data-Visualizations
Interactive data visualization of gun violence incidents with D3.js, JavaScript, HTML5, CSS
MSiA431-HW3-Spark
Repository for MSiA-431 Analytics for Big Data HW3 Spark: AWS EMR, PySpark, ML Pipeline
The-Simpsons-Characters-Recognition-and-Detection
Repository for MSiA-432 Deep Learning Course Project: The Simpsons Characters Recognition and Detection. VGG16, VGG 19, Xception, Fast R-CNN
YOLOv4-Training-Automation
This repository allows you to train the state-of-the-art YOLOv4 object detection model within a docker container! After providing your labeled dataset and updating training configuration, you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI.
bootcamp-2019
Materials for 2019 MSiA Bootcamp
darknet-YOLOv4
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Data-Science--Cheat-Sheet
Cheat Sheets
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
MSiA431-HW1-MapReduce
Repository for MSiA-431 Analytics for Big Data HW1: Hadoop MapReduce in Java
MSiA431-HW2-Spark
Repository for MSiA-431 Analytics for Big Data HW2 Spark: PySpark, ML Pipelines, RDD
YOLOv4-Deployment-On-Video
Leverage DarkNet YOLOv4 model to run object detections on videos using Google Colab