Examples¶

Generative networks for random CIFAR images¶

This demo of a CIFAR generator is based on the work of I. Goodfellow, J. Pouget-Abadie, M. Mirz...

Generative networks for random MNIST digits¶

This demo of an MNIST generator is based on the work of I. Goodfellow, J. Pouget-Abadie, M. Mir...

Drawing bounding boxes for localization¶

Drawing a bounding box on a detected object is crucial to properly finding objects in images. O...

Classification and top N prediction probabilities¶

In this example, an image is input to an OverfeatClassifier, and the top N probability outputs ...

Asirra dataset classification using transformer¶

This example shows a basic use of the OverfeatTransformer in a scikit-learn pipeline in order t...

Comparison of GoogLeNet and Overfeat Classifiers¶

In this example, an image is input to an OverfeatClassifier and a GoogLeNetClassifier, and the ...

Localizing multiple objects in an image¶

Extending on the ``plot_localization_tutorial`` example, there are more advanced ways to search...

Visualization of first layer filters¶

The first layers of convolutional neural networks often have very "human interpretable" values,...

Localizing an object in a large image¶

Convolutional neural networks can also be used to localize an object in a large image. This exa...