The invention belongs to the field of
intelligent robots, and discloses an automatic configuration method for an outdoor inspection
robot, which comprises the following steps of: acquiring
point cloud data and an environment texture image, judging an environment grade after preprocessing, constructing a three-dimensional
electronic map and establishing a dynamic coordination rule; a
robot walks along a planned
route to trigger a dynamic coordination rule, after double cameras
shoot inspection equipment, a suspected inspection target is primarily screened and framed, a type is labeled, a
primary screening result table is generated, a corrected labeled target set is generated through manual recheck and correction, an environment weighting factor is introduced, shooting angle deviation is compensated, and a full-amount unified labeled photo set is generated; constructing an inspection recognition model, outputting frame selection coordinates, target categories and target confidence coefficients, and judging target frame selection consistency; constructing a three-dimensional constraint condition, removing the same target picture, marking an effective inspection target, and calculating and adjusting the attitude compensation amount of 3D positioning; a correlation mapping table is generated based on large auxiliary target positioning and
small target candidate area amplification identification, and the inspection target identification precision and configuration efficiency are improved.