EPISODE · Feb 22, 2017 · 52 MIN
How to Make a Tensorflow Image Classifier (LIVE)
from Siraj Raval
We're going to build an image classifier using just Tensorflow (no Keras). This will be in depth, the goal for this video is for you to fully understand how a Convolutional Neural Network works. We'll visualize the filters we create along the way as well. Code for this video: https://github.com/llSourcell/How_to_make_a_tensorflow_image_classifier_LIVE/blob/master/demonotes.ipynb More CNN learning resources: http://ufldl.stanford.edu/tutorial/supervised/ConvolutionalNeuralNetwork/ https://adeshpande3.github.io/adeshpande3.github.io/A-Beginner's-Guide-To-Understanding-Convolutional-Neural-Networks/ http://cs231n.github.io/convolutional-networks/ http://deeplearning.net/tutorial/lenet.html http://neuralnetworksanddeeplearning.com/chap6.html http://machinelearningmastery.com/crash-course-convolutional-neural-networks/ https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/ Please subscribe! And like. And comment. That's what keeps me going. Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
What this episode covers
We're going to build an image classifier using just Tensorflow (no Keras). This will be in depth, the goal for this video is for you to fully understand how a Convolutional Neural Network works. We'll visualize the filters we create along the way as well. Code for this video: https://github.com/llSourcell/How_to_make_a_tensorflow_image_classifier_LIVE/blob/master/demonotes.ipynb More CNN learning resources: http://ufldl.stanford.edu/tutorial/supervised/ConvolutionalNeuralNetwork/ https://adeshpande3.github.io/adeshpande3.github.io/A-Beginner's-Guide-To-Understanding-Convolutional-Neural-Networks/ http://cs231n.github.io/convolutional-networks/ http://deeplearning.net/tutorial/lenet.html http://neuralnetworksanddeeplearning.com/chap6.html http://machinelearningmastery.com/crash-course-convolutional-neural-networks/ https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/ Please subscribe! And like. And comment. That's what keeps me going. Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
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How to Make a Tensorflow Image Classifier (LIVE)
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