shivaverma / Jigsaw-Solver

Solving Jigsaw puzzle using Neural Nets

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

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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

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Performance

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

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References

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