Step-by-Step Implementation of Mask R-CNN for Image Segmentation

We can see the multiple specifications of the Mask R-CNN model that we will be using. So, the backbone is resnet101 as we have discussed earlier as well. The mask shape that will be returned by the model is 28X28, as it is trained on the COCO dataset. And we have a total of 81 classes (including the background).