Ronny Restrepo (@ronrest)
github

ronrest

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Top repositories

1

erfnet_segmentation

My own Implementation of the ERFNet Semantic Segmentation architecture in Tensorflow, trained on the CamvidDataset
Python
36
star
2

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).
Python
28
star
3

convenience_py

A collection of functions I have written for common tasks I perform in Python. Put together into one repository purely for convenience.
Python
5
star
4

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.
Python
5
star
5

sisi_dataset

Code for generating the Simple Segmentation Image Dataset.
Python
4
star
6

point_clouds

Convenience functions for processing point cloud data
Python
3
star
7

tensorflow_tut

Some old tutorial snippets i created for teaching the basics of tensorflow.
Jupyter Notebook
2
star
8

segmentation_tut_code

The full code for the tutorial I created to teach students about semantic segmentation.
Python
2
star
9

rlnd_p3

Solution to Project 3 of the Deep Reinforcement Learning Nanodegree
Python
2
star
10

pyrpy

A wrapper for scipy, numpy, pandas, etc that lets you use the naming convention for R functions.
Python
2
star
11

rlnd_p2

Solution to Project 2 for the Udacity Deep Reinforcement Learning Nanodegree
Python
2
star
12

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)
Jupyter Notebook
2
star
13

deep_ready

Shell scripts for automatically setting up deep learning frameworks (including dependencies and virtual-environments) on a new computer
Shell
1
star
14

cheatsheets

Haskell
1
star
15

reviews_app

Python
1
star
16

deepQ_bananas

Python
1
star
17

graphotti

A library for creating plots that can easily be combined and rendered on different plotting libraries
Python
1
star
18

sklearn_parameter_values

HTML
1
star
19

smartcab

Reinforcement learning project to train an car agent in a grid world to ferry passengers to their destination
HTML
1
star
20

convenience_functions_R

Convenience functions for common tasks in R
R
1
star
21

us_health_data_app

An R-Shiny web application that visualizes several health metrics of the US population over time.
R
1
star
22

udacity_mlnd_projects

Jupyter Notebook
1
star