Machine Learning As A Service
- visual search
- train your own model
Visual search is super cool:
But I am even more excited about the train your own model feature.
Clarifai says it well on their blog post announcing these two new features:
We believe that the same AI technology that gives big tech companies a competitive edge should be available to developers or businesses of any size or budget. That’s why we built our new Custom Training and Visual Search products – to make it easy, quick, and inexpensive for developers and businesses to innovate with AI, go to market faster, and build better user experiences.
Machine learning requires large data sets and skilled engineers to build the technology that can derive “intelligence” from data. Small companies struggle with both. And so without machine learning as a service from companies like Clarifai, the largest tech companies will have a structural advantage over small developers. Using an API like Clarifai allows you to get the benefits of scale collectively without having to have that scale individually.
Being able to customize these machine learning APIs is really the big opening. Clarifai says this about that:
Custom Training allows you to build a Custom Model where you can “teach” AI to understand any concept, whether it’s a logo, product, aesthetic, or Pokemon. Visual Search lets you use these new Custom Models, in conjunction with our existing pre-built models (general, color, food, wedding, travel, NSFW), to browse or search through all your media assets using keyword tags and/or visual similarity.
If you are building or have built a web or mobile service with a lot of image assets and want to get more intelligence out of them, give Clarifai’s API a try. I think you will find it a big help in adding intelligence to your service.