ronrest
Machine Learning Engineer building and productionizing Deep Learning models for the diagnosis of Epilepsy.
Seer MedicalMelbourne, Australia
Pinned Repositories
convenience_py
A collection of functions I have written for common tasks I perform in Python. Put together into one repository purely for convenience.
erfnet_segmentation
My own Implementation of the ERFNet Semantic Segmentation architecture in Tensorflow, trained on the CamvidDataset
graphotti
A library for creating plots that can easily be combined and rendered on different plotting libraries
hackerearth_challenge
My code for the Hacker Earth Deep Learning Challenge. Ranked #26 out of ~4,500 participants (and out of the 305 that were able to make a submission before the deadline)
kitti_semantic_segmentation
A semantic Segmentation model used to identify road surfaces for self-driving car applications. Implemented in Tensorflow and trained on the Kitti Road Dataset.
point_clouds
Convenience functions for processing point cloud data
real_time_multi_digit_recognition
A desktop application running a deep learning model that recognizes and localizes multi-digit house numbers in real time (without GPU).
sisi_dataset
Code for generating the Simple Segmentation Image Dataset.
ronrest's Repositories
ronrest/erfnet_segmentation
My own Implementation of the ERFNet Semantic Segmentation architecture in Tensorflow, trained on the CamvidDataset
ronrest/real_time_multi_digit_recognition
A desktop application running a deep learning model that recognizes and localizes multi-digit house numbers in real time (without GPU).
ronrest/convenience_py
A collection of functions I have written for common tasks I perform in Python. Put together into one repository purely for convenience.
ronrest/pyrpy
A wrapper for scipy, numpy, pandas, etc that lets you use the naming convention for R functions.
ronrest/rlnd_p2
Solution to Project 2 for the Udacity Deep Reinforcement Learning Nanodegree
ronrest/rlnd_p3
Solution to Project 3 of the Deep Reinforcement Learning Nanodegree
ronrest/AI-For-Trading-Course-by-Udacity
This repository is for Project and work done in AI for Trading Course of Udacity
ronrest/cheatsheets
ronrest/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
ronrest/deep_learning_lit_review
My notes/summaries of the deep learning literature
ronrest/deepQ_bananas
ronrest/graphotti
A library for creating plots that can easily be combined and rendered on different plotting libraries
ronrest/sosi_blockchair
ronrest/udacity_mlnd_projects
ronrest/classic_architectures
My implementations of Classic Neural Network architectures
ronrest/docker_cuda_pytorch
ronrest/ezecharts
ronrest/ezpz
ronrest/mk.js
Canvas implementation of basic fighting game which allows multiplayer over the network.
ronrest/msg-seizure-forecasting-challenge-2022
ronrest/mxgraph
mxGraph is a fully client side JavaScript diagramming library
ronrest/object_detection_lit_review
Literature review for object detection
ronrest/scrapline
A scraping pipeline
ronrest/sosi_api
ronrest/sosi_blockchain_info
ronrest/sosi_etherscan
ronrest/tanpy
Technical Analysis in Python
ronrest/template_python_package
ronrest/viz
ronrest/xmind
The most popular mind mapping software