Car-damage-detection-using-CNN: Automated car damage detection using Instance Segmentation(Mask R-CNN)

Car damage detection- A typical application of Instance Segmentation
Before going to details of the business problem and steps to implement I will discuss the technique used for this special application of object detection and rationale behind it.
Like most of the real world computer vision problems here also we will leverage transfer learning from suitable pre-trained CNN to save enormous time in retraining the entire weight matrix.
As a typical application in object detection techniquewe have a few choices of choosing techniques — R-CNN, Fast R-CNN, Faster R-CNN, SSD etc.
To get an overview of these techniques I encourage to read this article.

nitsourish / car-damage-detection-using-CNN