Visualize the features learned by convolutional neural networks.
Feed an image to a convolutional neural network and display the activations of different layers of the network. Examine the activations and discover which features the network learns by
Generate images using deepDreamImage with the pretrained convolutional neural network AlexNet.
Fit a regression model using convolutional neural networks to predict the angles of rotation of handwritten digits.
Fine-tune a pretrained AlexNet convolutional neural network to perform classification on a new collection of images.
Classify images from a webcam in real time using the pretrained deep convolutional neural network AlexNet.
Apply Bayesian optimization to deep learning and find optimal network parameters and training options for convolutional neural networks.
Extract learned features from a pretrained convolutional neural network, and use those features to train an image classifier. Feature extraction is the easiest and fastest way use the