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Performed Image Classification #80 #84

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NeonKazuha wants to merge 1 commit into iiitl:master from NeonKazuha:CNN

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NeonKazuha commented Mar 23, 2024 •

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Performed data Cleaning by removing images that were not in a suitable format( .png, .jpg, etc.)

This is done for images of all classes i.e. all 229 classes in the testing set.

Load the Data:

Scale Data:

Then the data is split into Training, Validation and Testing sets.
Build a Model using CNN using keras layers: Dense, Dropout, Flatten, Activation and keras model Sequential.
Compile this Model.

Summary of the model:

Use Tensorboard to create graphs:

Fit the data into the Model:

Plot Performance Graphs:

Test the model:

Save the Model.

Ps: The log files have also been added.
Couldn't do it in Collab as the files could not be uploaded.

Solved Issue #80


          Performed Image Clasification

aa685b7

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