The present invention discloses a method for verifying the volume of a
coal pile based on a single two-dimensional image of a
coal yard, which relates to the technical field of
coal yard management and solves the technical problem of low coal
counting efficiency based on
computer vision measurement technology. The key point of its technical solution is to
train multiple coal
pile photos to achieve the effect of directly verifying the volume of the coal
pile through only a
single image without
depth of field in the subsequent
algorithm implementation process, thereby ensuring real-time performance. In this process, the image only requires a
monocular camera to be taken, and there is no need to purchase multiple large-scale equipment such as
binoculars,
depth of field cameras or
laser coal counting meters, which ensures that the
algorithm achieves the economic goal. Finally, the purpose of verifying the volume of the coal pile more accurately and quickly is achieved by designing an
algorithm framework. The present invention realizes the
verification of the volume of the coal pile in the coal
yard only through a single two-dimensional image, thereby reliably counting the coal, with low cost, convenience and speed, and can realize real-time monitoring of the coal yard.