Deep Learning and SAR Applications

Deep Learning and SAR Applications

Click on the blue text above the image “Smart World” to subscribe Introduction Although it seems that the hype curve of deep learning has somewhat contracted (at this stage, the technology is still not mature, and the products are not yet refined, but the market has already heated up, and people’s expectations are very high.) … Read more

Target Recognition and Grasp Pose Detection Technology Based on YLG-CNN Network

Target Recognition and Grasp Pose Detection Technology Based on YLG-CNN Network

Target Recognition and Grasp Pose Detection Technology Based on YLG-CNN Network Wang Yicheng1,2, Zhang Guoliang1,2, Wang Kun1,2, Zhang Zijie1,2 (1. School of Automation and Information Engineering, Sichuan University of Science & Engineering, Yibin, Sichuan 644000; 2. Key Laboratory of Artificial Intelligence in Sichuan Province, Yibin, Sichuan 644000) Abstract and Keywords Abstract: In response to the … Read more

Comparative Analysis of Image Recognition Generalization: CNNs Fall Short Compared to Humans

Comparative Analysis of Image Recognition Generalization: CNNs Fall Short Compared to Humans

Selected from arXiv Compiled by Machine Heart Contributors: Wu Pan Deep neural networks (DNNs) have achieved performances that rival or even surpass humans in many tasks, but their generalization ability is still far inferior to that of humans. A recent paper from Tübingen University and other institutions compared the robustness of target recognition between humans … Read more