A computer-implemented method for automotive part recognition based on a vehicle damage assessment image, comprising: determining a damaged automotive part name of a vehicle from a damage assessment image of the vehicle using a convolutional neural network and a region proposal network in combination with at least a pooling layer and a fully-connected layer; obtaining an automotive part list of the vehicle by querying a database to obtain the automotive part list of the vehicle according to a vehicle identification code of the vehicle, wherein the automotive part list comprises a plurality of automotive part identification serial numbers corresponding to automotive part data, wherein the automotive part data comprises an automotive part name; matching the damaged automotive part name with the plurality of automotive parts in the automotive part list to determine an automotive part corresponding to the damaged automotive part name; outputting an automotive part identification serial number of the determined automotive part; and in response to that the automotive part list of the vehicle does not comprise an automotive part matching the damaged automotive part name, querying the automotive part list for an automotive part having an automotive part inclusion relationship with a damaged automotive part corresponding to the damaged automotive part name, wherein the automotive part having the automotive part inclusion relationship with the damaged automotive part either: includes the damaged automotive part; or is included in the damaged automotive part; and determining the automotive part to be corresponding to the damaged automotive part name. determining a damaged automotive part name of a vehicle from a damage assessment image of the vehicle using a convolutional neural network and a region proposal network in combination with at least a pooling layer and a fully-connected layer; obtaining an automotive part list of the vehicle by querying a database to obtain the automotive part list of the vehicle according to a vehicle identification code of the vehicle, wherein the automotive part list comprises a plurality of automotive part identification serial numbers corresponding to automotive part data, wherein the automotive part data comprises an automotive part name; matching the damaged automotive part name with the plurality of automotive parts in the automotive part list to determine an automotive part corresponding to the damaged automotive part name; outputting an automotive part identification serial number of the determined automotive part; and in response to that the automotive part list of the vehicle does not comprise an automotive part matching the damaged automotive part name, querying the automotive part list for an automotive part having an automotive part inclusion relationship with a damaged automotive part corresponding to the damaged automotive part name, wherein the automotive part having the automotive part inclusion relationship with the damaged automotive part either: includes the damaged automotive part; or is included in the damaged automotive part; and includes the damaged automotive part; or is included in the damaged automotive part; and <EOS>