Automated Meter Reading with Mask-RCNN

An overview of Automatic Meter Reading (AMR) and the need for an automatic system, along with the challenges in manual meter reading. The methodology section covers the use of Mask-RCNN for counter detection, proposal generation, segmentation, and recognition. The experimentation part discusses counter detection on the UFPR-AMR dataset, digit segmentation, and recognition accuracy. The conclusion summarises the proposed method's effectiveness, compares it with existing methods, and outlines ...