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• How to start CNN models

• Good Example for cats vs dogs

• CNN architectures

• Optimizers

• Loss Functions

• Deep lizard

Results

Model 1 Accuracy (Simple) = 81.45%
Model 2 Accuracy (VGG-16) = 88.85%

Notes

• The model and database is too large to be uploaded to github.

• This model was trained on 8000 images of cats and dogs split evenly.

• The training set was 2000 images split evenly.