Multi-scale target detection method based on anchor frame position guidance and detail enhancement

• Main Authors: WANG YING, CHEN WEI, ZHU MINGZHE, WU LINGFAN, HE LIHUO, DING XUHUI, LU WEN
• Format: Patent
• Language: Chinese; English
• Published: 16.08.2024
• Subjects: CALCULATING; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

The invention discloses a multi-scale target detection method based on anchor frame position guidance and detail enhancement. The method comprises the following steps: step 1, obtaining a test sample set A and a training sample set B; the training module is used for training a multi-scale target detection network S based on anchor frame position guidance and detail enhancement and testing a multi-scale target detection network S * based on anchor frame position guidance and detail enhancement; 2, constructing a multi-scale target detection network model S based on anchor frame position guidance and detail enhancement, wherein the model is used for obtaining a trained multi-scale target detection network S * based on anchor frame position guidance and detail enhancement; step 3, carrying out iterative training on the anchor frame position guided and detail enhanced multi-scale target detection network model S to obtain a trained anchor frame position guided and detail enhanced multi-scale target detection netw