A method of optimizing a target detection network
By introducing a Focus module to replace ordinary convolution in the object detection network, the problems of computational overhead and long training time are solved, achieving reduced computation and improved performance, making it suitable for efficient object detection.
CN122265620APending Publication Date: 2026-06-23INGENIC SEMICON CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- INGENIC SEMICON CO LTD
- Filing Date
- 2024-12-20
- Publication Date
- 2026-06-23
Smart Images
Figure CN122265620A_ABST
Abstract
The application provides a method for optimizing a target detection network, comprising the following steps: S1, modifying a network file yolov7-tiny.yaml; S2, training a model; and S3, comparing the precisions before and after modification and showing the effect. Through the method, the calculation amount can be greatly reduced while the precision is maintained.
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