Deep Learning - Mask RCNN Hands-On

TODO

Posted by Rico's Nerd Cluster on August 1, 2022

Motivation

Matterport’s 2018 Mask R-CNN implementation is able to do: real-time instance segmentation, object classification and human body keypoint detection.

A bit of history: Mask R-CNN is a successor of Faster R-CNN, proposed by the same group of people (Kaiming He, et al. 2017)

Model

TODO: This blogpost has a good overview of the model, and how to fine-tune the network for balloon detection