Convolutional Neural Networks : TensorFlow 2022
269I livestream code and explain everything you could want to know about Convolutional Neural Networks using TensorFlow.
Convolutional Neural Networks can be used to train computers to recognize objects in images. This allows us to recognize objects or people in images or video. It is helps automate the process of finding cancerous tumors. It is also used to implement driverless car technology and more.
Code is Here : https://github.com/derekbanas/tensorflow/blob/main/tf_cnn_tut.ipynb
In this video I'll cover all of the following Live :
✳️ Uploading Data to Google Colab
✳️ Gathering / Preparing Images
✳️ Normalizing
✳️ Convolution
✳️ Activation
✳️ Pooling
✳️ Optimizing Performance
✳️ Minimizing Overfitting
✳️ Augmenting Images
✳️ Saving & Loading Models
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