TensorFlow for Computer Vision -- How to Train Image Classifier with Convolutional Neural Networks

We can't discuss Convolutional neural networks before skimming over convolution and pooling theory first. Both are simpler than you think, but extremely capable in image classification. Convolutional neural networks are a special type of neural network used for image classification. At the heart of any convolutional neural network lies convolution, an operation highly specialized at detecting patterns in images. Convolutional layers require you to specify the number of filters.