Understanding and Building an Object Detection Model from Scratch in Python

When we're shown an image, our brain instantly recognizes the objects contained in it. On the other hand, it takes a lot of time and training data for a machine to identify these objects. But with the recent advances in hardware and deep learning, this computer vision field has become a whole lot easier and more intuitive. Check out the below image as an example. The system is able to identify different objects in the image with incredible accuracy.