How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part3)
">Tensorflow Keras tuner | part 3 | Monkey species classification model
This is a convolutional neural network Python tutorial for predict and classify monkey species. We will focus on this part on the Tensorflow Keras tuner to i...
Hi,
This is the third part of four parts Tensorflow tutorial that enables you to classify monkey’s species images using several methods.
So , how can we decide how many layers should we define ? how many filters in each convolutional layer ?
Should we use Dropout layer ? and what should be its value ?
Which learning rate value is better ? and more similar questions.
Keras tuner is the solution for looking those parameters , which called hyper parameters.
Now we will dive into the keras tuner. We will take the model from our previous lesson , and improve it.
In the next, forth video, will you a learn how to use transfer learning to classify the images in a different way.
I recommend This graphics card: NVIDIA GeForce RTX 3060 Ti . I am using it to train my Tensorflow models. Get perfect results and performance: https://amzn.to/3mTa7HX
This is the link for part 3:
Tensorflow Keras tuner | part 3 | Monkey species classification model
This is a convolutional neural network Python tutorial for predict and classify monkey species. We will focus on this part on the Tensorflow Keras tuner to i...
I shared the Python code in the video description.
Enjoy
Eran
Science and Technology
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