I use Caffe2 somethimes when I use pytorch because it merged with pytorch. Review collected by and hosted on G2.com.

There is a lack of projects using caffe on github.

Custom layers are complicated to do. Review collected by and hosted on G2.com.

Model Zoo which has a large collection of deep nets which perform state-of-art in multiple domains. Review collected by and hosted on G2.com.

Building a custom deep network is not very flexible as compared to Keras and Pytorch. Review collected by and hosted on G2.com.

I love the fact that caffe so easily allows us to convert to tensorRT. Since tensorRT supports caffe models out of the box it was very convenient to create a model in caffe Review collected by and hosted on G2.com.

Very less documentation that talks about the flow of coding a neural network Review collected by and hosted on G2.com.

Its good to train basic models with it and can be easily handled. Review collected by and hosted on G2.com.

Theres no specific thing I dislike about it. Review collected by and hosted on G2.com.

Its fast, hides most complicated stuff under the carpet - which is a great strength and a weakness at same time. I think it makes it easy to get started with training new ml models without much tinkering. Abstracting out the graph makes it harder to make mistakes. This also ensures that the most optimal graph is compiled making it much faster than some other frameworks. Review collected by and hosted on G2.com.

It makes it harder to make changes in base library. Its much harder to introduce new layers and know whats going on. That limits the knowledge about deep learning fundamentals. Also if there is a bug it can be hard to find since you don't create graph in any known language but rather a configuration file following a format similar to json. At time of writing this review no visualization tools were available either. Review collected by and hosted on G2.com.

This software is easy to use. Also helps with creativity and cost when building a menu and staying under costs. Wide library of items to choose from. Review collected by and hosted on G2.com.

The ability to customize, some options are prefixed and it is a few extra steps when customizing menu/recipes Review collected by and hosted on G2.com.