Let's first understand the concepts regarding classification, localization, detection, and object detection problems, how they can be transformed into supervised machine learning problems, and subsequently, how they can be solved using a deep convolution neural network.
Refer to the following diagram:
Here's what we can infer:
- In the image classification problem, there is generally a (big) central object in an image and we have to recognize the object by assigning a correct label to the image.
- Image classification with localization aims to find the location of an object in an image ...
