License plate recognition software, developed for UvA's Image Processing project
Taddeus Kroes
ef10538127
Merge branch 'master' of github.com:taddeus/licenseplates
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vor 14 Jahren | |
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| docs | vor 14 Jahren | |
| images | vor 14 Jahren | |
| src | vor 14 Jahren | |
| .gitignore | vor 14 Jahren | |
| README | vor 14 Jahren | |
| todo.txt | vor 14 Jahren |
README
Summary of project:
This code is an implementation of a classifier for License Plate
Recognition, using Local Binary Patterns as features for a Support Vector
Machine.
A number of scripts are provided to execute tests with this code, and to
see how well the code performs, both when considering accuracy and speed.
There is also a script that automises the search for proper parameters for
the SVM.
In the docs folder, a report can be found with a more extensive description
of the theory, the implementation and the results.
The images folder contains a sorted dataset of characters, cut out from
real life images of license plates, provided by Parkingware Schiphol.
Authors:
Taddeüs Kroes
Jayke Meijer
Fabiën Tesselaar
Richard Torenvliet
Gijs van der Voort.
Date:
December 2011
Dependencies:
matplotlib
numpy
scipy
python-libsvm
This code is an implementation of a classifier for License Plate
Recognition, using Local Binary Patterns as features for a Support Vector
Machine.
A number of scripts are provided to execute tests with this code, and to
see how well the code performs, both when considering accuracy and speed.
There is also a script that automises the search for proper parameters for
the SVM.
In the docs folder, a report can be found with a more extensive description
of the theory, the implementation and the results.
The images folder contains a sorted dataset of characters, cut out from
real life images of license plates, provided by Parkingware Schiphol.
Authors:
Taddeüs Kroes
Jayke Meijer
Fabiën Tesselaar
Richard Torenvliet
Gijs van der Voort.
Date:
December 2011
Dependencies:
matplotlib
numpy
scipy
python-libsvm