Show HN: Set of trained deep learning models for computer vision

[terhechte]

Caffenet also offers a set of pre-trained models in their "model zoo": https://github.com/BVLC/caffe/wiki/Model-Zoo

[Omnipresent]

Can the classify images example be modified to train on other (new) images. For example, images of screenshots to identify elements that are in the images (such as: word processor, browser, command prompt).

[fchollet]

Yes, you can use these models for fine-tuning (or feature extraction) on a new dataset. This tutorial would be a good place to start (esp. sections 2 and 3): https://blog.keras.io/building-powerful-image-classification...

[minimaxir]

Are you allowed to redistribute the models under the MIT License?

[fchollet]

The code is under the MIT license, not the weights. The weights are under their respective licenses.

The weights are not included in the git tree and are thus not covered by the LICENSE file. They are automatically downloaded when you run the code.

EDIT: following your comment, I have added a point-by-point breakdown of licensing information in the README. This will avoid any confusion.

[chris_va]

Question:

Does anyone know of a library for loading models/weights from a registry of some sort?

[nl]

Yes - pretty much every Deep Learning library. Caffe, Torch, Theano, TensorFlow etc (that's kinda what this link is about?)

Just use Keras on top of TensorFlow as shown at this link.

[elyase]

You mean something like this:

https://github.com/spacy-io/sputnik

?