The invention provides an inventory method based on a distribution network line equipment
body identification model and a storage medium, an unmanned aerial vehicle technology, an intelligent
image identification technology and an efficient inventory mode of an
automatic processing flow are fused, whole-process online circulation of power line equipment inventory is realized, the inventory efficiency and accuracy are improved, and the manual operation difficulty and cost are reduced; the scheme comprises the following steps: step 1, formulating a
route task and formulating an inventory task work order; step 2, performing on-site checking operation by the unmanned aerial vehicle; 3, when the intelligent model is used for identifying the equipment and returning the photo, automatically matching and associating the photo shot by the unmanned aerial vehicle and the equipment identified in the photo with the appraisal
list; 4, returning an unmanned aerial vehicle checking result to the unmanned aerial
vehicle inspection platform; step 5, manually confirming the inventory result, and auditing the inventory result; step 6, pushing checking information to the homologous maintenance tool,
hooking the equipment photo by the homologous maintenance tool, closing the work order, and returning information; and 7, the unmanned aerial
vehicle inspection platform updates the information state.