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I made a real time Sudoku solver using the camera, it looks for the edges of the Sudoku in the frame, extracts it, solves it and overlays the solution on the puzzle itself. For the digit recognition, I used a CNN, trained using Keras with printed characters from the different ubuntu fonts. For the image processing part, I used OpenCV for the edge detection.

Python 100.00%

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sudoku-solver-ai's Issues

Error when running Sudoku-Solver

Using Raspberry Pi 4 Buster OS, Pyton 3.7
OpenCV 4.5, Tensorflow 2.2.2

I changed lines 4 and 5 to
from tensorflow.keras.models import load_model
from tensorflow.keras.models import model_from_json

When I run it I get this error
Traceback (most recent call last):
File "/home/pi/Desktop/Soduku/sudoku.py", line 8, in
classifier = load_model("./digit_model.h5")
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/saving/save.py", line 184, in load_model
return hdf5_format.load_model_from_hdf5(filepath, custom_objects, compile)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/saving/hdf5_format.py", line 178, in load_model_from_hdf5
custom_objects=custom_objects)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/saving/model_config.py", line 55, in model_from_config
return deserialize(config, custom_objects=custom_objects)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/layers/serialization.py", line 109, in deserialize
printable_module_name='layer')
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/utils/generic_utils.py", line 373, in deserialize_keras_object
list(custom_objects.items())))
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/engine/sequential.py", line 398, in from_config
custom_objects=custom_objects)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/layers/serialization.py", line 109, in deserialize
printable_module_name='layer')
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/utils/generic_utils.py", line 375, in deserialize_keras_object
return cls.from_config(cls_config)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/engine/base_layer.py", line 655, in from_config
return cls(**config)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/layers/convolutional.py", line 599, in init
**kwargs)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/layers/convolutional.py", line 125, in init
**kwargs)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/training/tracking/base.py", line 456, in _method_wrapper
result = method(self, *args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/engine/base_layer.py", line 294, in init
generic_utils.validate_kwargs(kwargs, allowed_kwargs)
File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/utils/generic_utils.py", line 792, in validate_kwargs
raise TypeError(error_message, kwarg)
TypeError: ('Keyword argument not understood:', 'groups')

What Have I missed? or forgotten to do?
Thank you

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