How to use Tensorflow and its related open source contributions to build a tailor-made product recognition model

Imagine that you are the director of a new high-tech start-up, looking to sell a brand new product (a new IoT device let’s say) to the market. You participated in many conferences, exhibitions and demos in order to communicate about your product in advance and raise awareness. The direct impact you expect is that the sales of your product, once released, could be high enough to match your objectives.