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behavioral-cloning's Introduction

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Hi, I'm Upul ๐Ÿ‘‹

I'm a Machine Learning Architect who loves to design, develop, and deploy machine learning-powered products and services.

  • ๐Ÿ’ป Machine Learning Architect at Airudi

Recent Projects

Workplace Accident Risk Assessment and Prevention Recommendation System
Designed, developed, and deployed a chatbot for workforce accident prevention recommendation for a leading organization in Quebec Canada. More Details

Maritime Workforce Prediction and Allocation
Designed, implemented, and deployed machine learning models to predict and allocate workers for one of the Canadian ports.

Personal Projects

Behavioral Cloning
In this project, a Deep Neural Network is used to clone the behavior of human drivers.
Source Code

Aurora: Minimal Deep Learning Library
Aurora is a minimal deep learning library written in Python, Cython, and C++ with the help of Numpy, CUDA, and cuDNN.
Source Code

Segmentation of Roads Using Semantic Segmentation
Semantic segmentation using a fully convolutional neural network for segmenting road sections.
Source Code

Let's Connect ๐Ÿ”ฅ

behavioral-cloning's People

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behavioral-cloning's Issues

import error

Hi,thanks for your great work!It allows us to learn more about unmanned!when i run your example,I failed.and I want to know how to solve it. The error is:
File "drive.py", line 17, in
import helper
File "/home/fangyu/Behavioral-Cloning-master/helper.py", line 6, in
import matplotlib.pyplot as plt
File "/home/fangyu/anaconda3/lib/python3.6/site-packages/matplotlib/pyplot.py", line 115, in
_backend_mod, new_figure_manager, draw_if_interactive, _show = pylab_setup()
File "/home/fangyu/anaconda3/lib/python3.6/site-packages/matplotlib/backends/init.py", line 32, in pylab_setup
globals(),locals(),[backend_name],0)
File "/home/fangyu/anaconda3/lib/python3.6/site-packages/matplotlib/backends/backend_qt5agg.py", line 16, in
from .backend_qt5 import QtCore
File "/home/fangyu/anaconda3/lib/python3.6/site-packages/matplotlib/backends/backend_qt5.py", line 26, in
import matplotlib.backends.qt_editor.figureoptions as figureoptions
File "/home/fangyu/anaconda3/lib/python3.6/site-packages/matplotlib/backends/qt_editor/figureoptions.py", line 20, in
could you help me?thanks very much!!

Trained model fails at lower graphic quality

I was testing your trained model. When i ran it on udacity simulator with high graphic quality (fantastic in simulator) the model ran perfectly and the car was driving on the road successfully as shown in this video. But when I changed graphic quality to medium (Good in simulator), the car failed as shown in this video. Any idea why this is happening ?

problem about versions

First thanks for your great work!I am very interesting for it.But when I run your example,I met many problems.and I found it may be the problem that versions of Python libraries.could you tell me the version of Python libraries ?such as keras,tensorflow.
thank you very much!

tranning?

i'm very interested in this project, could you offer some more information in readme file for how to train the car?

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