BottleCap Detection

CV20 BottleCap Detection

created by Alexander Buechel Delivery date: 07.02.2021 at CV20 course

Intention

• Java based program to detect bottle caps in mp4 files.

• Traditional algorithmic steps are implemented: Load MP4-Files, Detect static scene, Detect ROI, Detect Objects, Classification at objects

• Bottle Cap Face Up, Bottle Cap Face Down, Bottle Cap Deformed, Distractors

• Backend: Uses JavaCv (1.5.5-SNAPSHOT), Mvn, Adopt JDK 11

How to build

Windows:

mvn clean package -DskipTests -Djavacpp.platform=windows-x86_64

Linux:

mvn clean package -DskipTests -Djavacpp.platform=linux-x86_64

Usage

Linux:

Call: detect.sh Example: detect.sh ~/Desktop/BottleCap/testdata/CV20_video_1.mp4 ~/Desktop/BottleCap/testdata

Windows:

Call: detect.bar Example: detect.bat c:\tmp\BottleCap\testdata\CV20_video_1.mp4 c:\result

Technical information

• You should have >8GB Memory (especially at virtual machines)

Results

Are written into csv-file in Result-Directory