Matthew Zhou's repositories
Nerve-Segmentation
Image recognition for nerves from ultrasound images using a sliding window CNN
FederalistPapers
LSA Analysis of the Federalist Papers using Tf-ifd Vectorization and SVD
TopicMatch
Streaming ingestion pipeline for graph database. Utilized Kafka, Spark Streaming, and Neo4j.
Autonomous-Car-Pipeline
A computer vision pipeline for Autonomous Cars (Lane line finding, automated vehicle detection, and location triangulation)
Traffic_Sign_Classification
End-to-end classification pipeline in TensorFlow for image recognition using convolutional neural networks.
Bosch_Model
Implementation of GBTs using PySpark for the Kaggle Bosch challenge (14.3 GB dataset size)
Digit-Recognition
Wrote a multi-layer perceptron from scratch to solve the MNIST digit recognition problem
Insight-Coding-Challenge
Fansite Web Traffic Analysis for Spring 2016 Insight Data Engineering Coding Challenge.
matthewzhou.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes