Automated Meter Reading with Mask-RCNN

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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 ...