KhadijehValipour / 5Animals_17Flowers

With the help of CNN that we apply to the datasets, we want to teach our neural network what the name of the test flower and animal is.

5 Animals and 17 Flowers

How to install

pip install requirements.txt

How to train

1. Lass and accuracy plot of the project related to 5 animals

Dataset	Loss	Accuracy
Train	0.54	79.14%
Validation	0.78	70.54%

confusion matrix

2. Lass and accuracy plot of the project related to 17 flowers

Dataset	Loss	Accuracy
Train	0.41	86.05%
Validation	0.94	64.21%
Test	1.17	70.58%

confusion matrix

How to run

I have saved the files with the H5 extension in the weights folder, you can enjoy them by running them quickly.