Research on Robot Object Detection Technology Based on Artificial Intelligence Algorithm
In order to further improve the accuracy and real-time performance of robot target detection technology based on artificial intelligence algorithm,Faster R-CNN model is adopted for in-depth analysis and testing,data sets are constructed and optimized,model training process is optimized,and performance evaluation indicators are accurately calculated.The research results show that the adjusted and optimized model has a good accuracy and recall rate on the standard test set,especially in the recognition of"human"targets,and the performance index is particularly outstanding,which verifies the applicability of deep learning algorithms in robot target detection,and provides a reference for subsequent research work and practical application.
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