Is Google Tensorflow Object Detection API the Easiest Way to Implement Image Recognition?

@machinelearnbot 

There are many different ways to do image recognition. Google recently released a new Tensorflow Object Detection API to give computer vision everywhere a boost. I added a second phase for this project where I used the Tensorflow Object Detection API on a custom dataset to build my own toy aeroplane detector. So what was the experience like? First lets understand the API.