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/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.
ronrest/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)
ronrest/point_clouds
Convenience functions for processing point cloud data
ronrest/sisi_dataset
Code for generating the Simple Segmentation Image Dataset.
ronrest/segmentation_tut_code
The full code for the tutorial I created to teach students about semantic segmentation.
ronrest/tensorflow_tut
Some old tutorial snippets i created for teaching the basics of tensorflow.
ronrest/deep_ready
Shell scripts for automatically setting up deep learning frameworks (including dependencies and virtual-environments) on a new computer
ronrest/models
Models built with TensorFlow
ronrest/pytorch
ronrest/reviews_app
ronrest/smartcab
Reinforcement learning project to train an car agent in a grid world to ferry passengers to their destination
ronrest/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing
ronrest/CarND-Advanced-Lane-Lines
ronrest/CarND-Traffic-Signs
Classify Traffic Signs.
ronrest/charkenstein
A generative language model using LSTMs in PyTorch that creates original text at the character level.
ronrest/cheatsheetsPREVIOUS
scripts for parsing cheatsheets
ronrest/colorization
Demo code for Colorful Image Colorization.
ronrest/conviz_js
Experiment for visualizing CNNs in javascript
ronrest/deep_melodais
ronrest/domain_and_ec2
Connect Your Domain Name to your Amazon EC2 instance
ronrest/draw
Reimplementation of DRAW
ronrest/ds_templates
Templates and starter code I use for Data Science and Machine Learning projects.
ronrest/gensim
Topic Modelling for Humans
ronrest/model_nanny
A web application to monitor the progress of machine learning models that are being trained. Convenient for keeping track of how your models are doing on a remote computer.
ronrest/senty
ronrest/sisi_dataset_pickles
Prepared Pickle files for the Simple Segmentation Image (SiSi) dataset.
ronrest/teecha
A django app for creating and displaying tutorials using a breadcrumbs approach
ronrest/tensorflow
Computation using data flow graphs for scalable machine learning
ronrest/tutorials
ronrest/zmq-pykernel
ZeroMQ-based interactive Python kernel (aka toy-ipython)