Image recognition method and apparatus, and computer-readable storage medium

An image recognition apparatus, comprising a processor, a memory, and a communication bus, wherein the memory communicates with the processor by means of the communication bus;

• the memory stores one or more programs that are executable by the processor;
• and when the one or more programs are executed, the processor is configured to:
• determine a changed object according to a change of states of at least one group of target objects in a detection area;
• obtain at least one image frame to be matched and a set of image frames in a side view consisting of image frames in the side view that are collected within a first preset time period before the states of the at least one group of target objects in the detection area are changed, wherein the at least one image frame to be matched is obtained by collecting at least one image of the detection area by an image collection device located above the detection area, and the image frames in the side view are obtained by collecting images of the detection area by an image collection device located on a side of the detection area;
• determine an associated image frame from the at least one image frame to be matched, wherein the associated image frame comprises an intervention part having a highest degree of association with the changed object;
• obtain an image frame the side view corresponding to the associated image frame from the set of image frames in the side view, wherein the image frame in the side view corresponding to the associated image frame comprises the intervention part having the highest degree of association with the changed object, and at least one intervention object;
• and
• determine, according to the associated image frame and the image frame in the side view corresponding to the associated image frame, a target intervention object having the highest degree of association with the changed object from the at least one intervention object.

A non-transitory computer-readable storage medium, wherein the non-transitory computer-readable storage medium stores one or more programs, and the one or more programs are executable by one or more processors to implement the following operations:

• determining a changed object according to a change of states of at least one group of target objects in a detection area;
• obtaining at least one image frame to be matched and a set of image frames in a side view consisting of image frames in the side view that are collected within a first preset time period before the states of the at least one group of target objects in the detection area are changed, wherein the at least one image frame to be matched is obtained by collecting at least one image of the detection area by an image collection device located above the detection area, and the image frames in the side view are obtained by collecting images of the detection area by an image collection device located on a side of the detection area;
• determining an associated image frame from the at least one image frame to be matched, wherein the associated image frame comprises an intervention part having a highest degree of association with the changed object;
• obtaining an image frame in the side view corresponding to the associated image frame from the set of image frames in the side view, wherein the image frame in the side view corresponding to the associated image frame comprises the intervention part having the highest degree of association with the changed object, and at least one intervention object;
• and
• determining, according to the associated image frame and the image frame in the side view corresponding to the associated image frame, a target intervention object having the highest degree of association with the changed object from the at least one intervention object.