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Mark Strefford's Projects

singan icon singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

state-farm icon state-farm

Kaggle State Farm competition, used for Udacity Machine Learning Nanodegree Capstone

superkeras icon superkeras

:rocket: A bunch of Keras utilities and paper implementations written under TensorFlow backend

tf-to-tfjs icon tf-to-tfjs

An example of migrating a custom mobilenet-based model from Tensorflow to Tensorflow.js

udacity-driving-reader icon udacity-driving-reader

Quick docker based reader for udacity rosbag self-driving dataset. Dumps to png/jpg + csv or Tensorflow examples.

wigwamprediction icon wigwamprediction

Apache Spark code for analysing time series traffic data in Cassandra (based on NTIS traffic data)

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

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