tahaemara / multi-digit-segmentation-and-recognition

Handwritten Multi-digit String Segmentation and Recognition using Deep Learning.

Handwritten Multi-digit String Segmentation and Recognition using Deep Learning.

In this reposritory, I uploaded a code to segment multi-digit string and reconise each digit using deeplearning.

Dependencies:

• Javacv
• Deeplearning4j

Input sample:

Result:

For more info

http://emaraic.com/blog/multi-digit-segmentation-and-recognition

To run this project see this video

https://www.youtube.com/watch?v=CDkdy3BwIqs

You can build Real apps using this code like (Mobile Scratch Card Digits Recognition)

https://www.youtube.com/watch?v=wMt8aoeN2Eo

multi-digit-segmentation-and-recognition's Issues

The netbeans installation breaks with NB 12.0 and Java 12

The diagnostic (last few lines) are following.
Downloaded from central: https://repo.maven.apache.org/maven2/com/google/collections/google-collections/1.0/google-collections-1.0.jar (640 kB at 143 kB/s)
Changes detected - recompiling the module!
Compiling 3 source files to C:\Users\Pa'ani PC\projects\handwritten_amount_recognition\multi-digit-segmentation-and-recognition\target\classes
WARNING: An illegal reflective access operation has occurred
WARNING: Illegal reflective access by lombok.javac.apt.LombokProcessor to field com.sun.tools.javac.processing.JavacProcessingEnvironment.discoveredProcs
WARNING: Please consider reporting this to the maintainers of lombok.javac.apt.LombokProcessor
WARNING: Use --illegal-access=warn to enable warnings of further illegal reflective access operations
WARNING: All illegal access operations will be denied in a future release

BUILD FAILURE

Total time: 03:19 min
Finished at: 2020-08-21T10:46:38+05:30

Failed to execute goal org.apache.maven.plugins:maven-compiler-plugin:3.1:compile (default-compile) on project DigitRecognition: Fatal error compiling: java.lang.ExceptionInInitializerError: com.sun.tools.javac.code.TypeTags -> [Help 1]

To see the full stack trace of the errors, re-run Maven with the -e switch.
Re-run Maven using the -X switch to enable full debug logging.

For more information about the errors and possible solutions, please read the following articles:
[Help 1] http://cwiki.apache.org/confluence/display/MAVEN/MojoExecutionException