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From Students… …to Professionals The Capstone Experience Alpha Presentation Learning New Train Routes Union Pacific Kangjie Mi Matthew Schleusener Nick Summers Jon Wild Department of Computer Science and Engineering Michigan State University Spring 2017
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Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Sep 15, 2020

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Page 1: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

From Students…

…to Professionals

The Capstone Experience

Alpha PresentationLearning New Train Routes

Union PacificKangjie Mi

Matthew SchleusenerNick Summers

Jon Wild

Department of Computer Science and EngineeringMichigan State University

Spring 2017

Page 2: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Project Overview

• Problem

Training costs millions every year

• Solution

Create AR experience

Overlay track information

Recognize signals and switches

Put on web app

The Capstone Experience Team Union Pacific Alpha Presentation 2

Page 3: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

System Architecture

The Capstone Experience Team Union Pacific Alpha Presentation 3

Page 4: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Image Recognition – Needed Files

The Capstone Experience Team Union Pacific Alpha Presentation 4

Page 5: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Image Recognition - Breakdown

The Capstone Experience Team Union Pacific Alpha Presentation 5

Page 6: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Image Recognition - Train

The Capstone Experience Team Union Pacific Alpha Presentation 6

Page 7: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Image Recognition - Test

The Capstone Experience Team Union Pacific Alpha Presentation 7

Page 8: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Overlay Module

The Capstone Experience Team Union Pacific Alpha Presentation 8

Page 9: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Google Maps

The Capstone Experience Team Union Pacific Alpha Presentation 9

Page 10: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

What’s left to do?

• Recognize switches

• Design website artwork

• Clean up video output

CSV Data

AVI to MP4 conversion

• Use Google Maps to skip video on polyline click

The Capstone Experience Team Union Pacific Alpha Presentation 10

Page 11: Here’s the Title · Command Prompt - clarknet.exe detector train obj.clata yolo-obj.cfg clarknetlg 448.conv.23 C \Users\Nick\Desktop\Team- Yolo-obj . exe detector train size 416

Questions?

The Capstone Experience Team Union Pacific Alpha Presentation 11

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