Training Instance Segmentation Models Using Mask R-CNN on the NVIDIA Transfer Learning Toolkit

Originally published at: https://developer.nvidia.com/blog/training-instance-segmentation-models-using-maskrcnn-on-the-transfer-learning-toolkit/

To convert pixels to actionable insights, computer vision relies on deep learning to provide an understanding of the environment. Object detection is a commonly used technique to identify individual objects in a frame such as to identify people or cars. While object detection is beneficial for certain applications, it falls short when you want to…