Image analysis method and apparatus, and electronic device and readable storage medium

An apparatus for analyzing an image, applied to an electronic device, the apparatus comprising:

• an obtaining module, configured to obtain an image to be analyzed, the image to be analyzed comprising a target object;
• a segmentation module, configured to segment the image to be analyzed based on a pre-configured full convolution network to obtain a plurality of regions of the target object;
• an acquisition module, configured to obtain a minimum circumscribed geometric frame of each of the plurality of regions;
• an extraction module, configured to extract a feature of a corresponding region of each minimum circumscribed geometric frame based on a pre-configured convolution neural network, and connect the features of the corresponding regions of the minimum circumscribed geometric frames to obtain a target object feature of the target object;
• and
• a comparison module, configured to compare the target object feature against an image feature of each image in a pre-stored image library, and output an image analysis result for the image to be analyzed according to a comparison result.

An electronic device, comprising:

• a storage medium;
• a processor;
• and
• an apparatus for analyzing an image, the apparatus being stored in the storage medium and comprising software functional modules executable by the processor, the apparatus comprising:
• an obtaining module, configured to obtain an image to be analyzed, the image comprising a target object;
• a segmentation module, configured to segment the image to be analyzed based on a pre-configured full convolution network to obtain a plurality of regions of the target object;
• an acquisition module, configured to obtain a minimum circumscribed geometric frame of each of the plurality of regions;
• an extraction module, configured to extract a feature of a corresponding region of each minimum circumscribed geometric frame based on a pre-configured convolution neural network, and connect the features of the corresponding regions of the minimum circumscribed geometric frames to obtain a target object feature of the target object;
• and
• a comparison module, configured to compare the target object feature against an image feature of each image in a pre-stored image library, and output an image analysis result for the image to be analyzed according to a comparison result.