Skip to content

shivaverma/Jigsaw-Solver

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

13 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Jigsaw-Solver

version - 1.0.0

This software solve the Jigsw puzzle using neural networks.

Requirements

  • python - 3.7
  • keras - 2.4.3
  • tensorflow - 2.2.0

Project Content

File Description
main.ipynb notebook for running and testing the code
model.py neural network implementation
utills.py contains helper functions
datagen_scripts scripts for generating data

Performance

Network was able to solve the puzzles with 80% accuracy. Following is a snippet showing network solving the puzzle.


References

  • Download the dataset for this project.
  • Read this blog to get all detail of this project.

About

Solving Jigsaw puzzle using Neural Nets

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published