How to install maskrcnn?
Could you please elaborate on the steps required to install Mask R-CNN? I'm particularly interested in understanding the prerequisites and dependencies that need to be met before beginning the installation process. Would it be necessary to have a specific version of Python installed? Are there any specific libraries or frameworks that are crucial for Mask R-CNN to function properly? Additionally, is there a preferred operating system for installation, or does it work seamlessly across multiple platforms? Clarifying these points would greatly assist me in navigating the installation procedure for Mask R-CNN.
How does maskrcnn work?
As a curious observer in the realm of computer vision and machine learning, I'm intrigued by the capabilities of Mask R-CNN, a state-of-the-art framework for object detection and segmentation. Could you elaborate on how Mask R-CNN works? Specifically, I'm interested in understanding the key components and mechanisms that enable it to identify and localize objects in an image, while also generating pixel-level masks for each detected object. Additionally, I'd like to know how Mask R-CNN builds upon its predecessor, Faster R-CNN, and what improvements it brings to the field of object detection and segmentation.