Road Symbol Signs Classifier

Saurabh Banga

Saurabh Banga

Pittsburgh, Pennsylvania

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  • 0 Collaborators

Train a deep neural network to classify and & all related road symbol signs. ...learn more

Project status: Under Development

Robotics, Artificial Intelligence

Groups
Student Developers for AI

Intel Technologies
Intel Opt ML/DL Framework

Overview / Usage

The goals / steps of this project are the following:

Design, train and test a model architecture
Use the model to make predictions on new images
Analyze the softmax probabilities of the new images
Summarize the results with a written report

Methodology / Approach

A model would be trained so it can decode road signs from natural images. Once the model is trained, it would be tested on new images of traffic signs that can be found on the web.

Technologies Used

CNN
OpenCV
Intel optimized Tensorflow
numpy

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