FPGA \u6280\u672f\u80fd\u591f\u4ee5\u4f4e\u529f\u8017\u548c\u4f4e\u5ef6\u8fdf\u5b9e\u73b0\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u540c\u65f6\u8fde\u63a5\u5927\u91cf\u5916\u8bbe\u5e76\u63d0\u4f9b\u5bf9\u5de5\u4e1a\u5e94\u7528\u975e\u5e38\u91cd\u8981\u7684\u9ad8\u6c34\u5e73\u9c81\u68d2\u6027\uff0c\u56e0\u6b64\u6b63\u5728\u6210\u4e3a\u5d4c\u5165\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u9886\u57df\u7684\u4e3b\u8981\u53c2\u4e0e\u8005\u3002<\/p>\n\n\n\n
In this case, Enclustra was their own customer. The challenge was to explore the potential of FPGAs in embedded AI applications and showcase it through a demo system.<\/p>\n\n\n\n
Based on the Mars XU3<\/a> module, featuring an AMD Zynq\u2122 UltraScale+\u2122 MPSoC device, mounted on the Mars ST3<\/a> base board, the application employs popular neural networks like resnet50 and SSD for image classification and real-time face detection, respectively. The images are captured with a standard USB camera, connected to the Mars ST3 base board. For higher performance a MIPI interface can be used, also available on the Mars ST3. The live image with added overlays can then be viewed on a DisplayPort-capable monitor. Moreover, adding actuators such as BLDC or stepper motors is a straightforward task using Enclustra\u2019s Universal Drive Controller IP Core<\/a>.<\/p>\n\n\n\n Enclustra successfully deployed an AI-powered embedded real-time image processing application to run on Enclustra\u2019s own SoC Module, which now serves as a demo system.<\/p>\n\n\n\n AMD Zynq\u2122 UltraScale+\u2122\u00a0| VHDL\u00a0| Mentor Graphics ModelSim\u00ae\u00a0| DNNDK\u00a0| C++\u00a0| Linux\u00a0| Mars XU3\u00a0| Mars ST3\u00a0| resnet50\u00a0| SSD\u00a0| USB\u00a0| DisplayPort\u00a0| MIPI<\/p>","protected":false},"excerpt":{"rendered":" FPGA \u6280\u672f\u80fd\u591f\u4ee5\u4f4e\u529f\u8017\u548c\u4f4e\u5ef6\u8fdf\u5b9e\u73b0\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u540c\u65f6\u8fde\u63a5\u5927\u91cf\u5916\u8bbe\u5e76\u63d0\u4f9b\u5bf9\u5de5\u4e1a\u5e94\u7528\u975e\u5e38\u91cd\u8981\u7684\u9ad8\u6c34\u5e73\u9c81\u68d2\u6027\uff0c\u56e0\u6b64\u6b63\u5728\u6210\u4e3a\u5d4c\u5165\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u9886\u57df\u7684\u4e3b\u8981\u53c2\u4e0e\u8005\u3002<\/p>","protected":false},"featured_media":1174,"template":"","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":""},"story-category":[31],"class_list":["post-1171","success-story","type-success-story","status-publish","has-post-thumbnail","hentry","story-category-industrial"],"acf":[],"_links":{"self":[{"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/success-story\/1171","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/success-story"}],"about":[{"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/types\/success-story"}],"version-history":[{"count":0,"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/success-story\/1171\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/media\/1174"}],"wp:attachment":[{"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/media?parent=1171"}],"wp:term":[{"taxonomy":"story-category","embeddable":true,"href":"https:\/\/test.enclustra.com.cn\/zh\/wp-json\/wp\/v2\/story-category?post=1171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u7ed3\u679c<\/h2>\n\n\n\n
Keywords<\/h2>\n\n\n\n