{"id":144,"date":"2026-10-25T00:33:18","date_gmt":"2026-10-25T00:33:18","guid":{"rendered":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/?p=144"},"modified":"2026-10-25T00:33:18","modified_gmt":"2026-10-25T00:33:18","slug":"harrys-status-report-for-10-24","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/2026\/10\/25\/harrys-status-report-for-10-24\/","title":{"rendered":"Harry&#8217;s Status Report For 10\/24"},"content":{"rendered":"\n<p><strong>Accomplished<\/strong><\/p>\n\n\n\n<p>I started this week by reviewing the design report feedback and working on incorporating it into my squat-rack design. I also got the squat-rack setup and detection workflow working on the Jetson using offline video. This gives me a working starting point on our intended hardware. I was able to achieve the same model accuracy as the laptop deployment, which was expected, but it was a good sanity check.<\/p>\n\n\n\n<p>The next step is to test the workflow with frames arriving continuously from a camera. I still need to establish whether live inference keeps up with our intended checking rate. I will also profile memory usage, latency, and throughput so we have actual measurements to use when planning the combined workload.<\/p>\n\n\n\n<p><strong>Schedule status<\/strong><\/p>\n\n\n\n<p>The offline Jetson run completes part of the hardware work planned in my last report. However, profiling remains unfinished, and live-camera testing and integration are still behind our earlier schedule. We have not yet run all three workflows together on one Jetson.<\/p>\n\n\n\n<p>To catch up, I will prioritize the live rack test and individual performance measurements next week, then work with Jerry and Alan on a combined run. Measuring each workflow separately will give us a baseline for identifying any slowdown or memory pressure when they run together.<\/p>\n\n\n\n<p><strong>Deliverables for next week<\/strong><\/p>\n\n\n\n<ul>\n<li>Run the squat-rack workflow with a live camera feed on the Jetson.<\/li>\n\n\n\n<li>Measure memory usage, per-check latency, and throughput, including whether live processing falls behind incoming frames.<\/li>\n\n\n\n<li>Continue incorporating the design report feedback into the rack workflow and testing plan.<\/li>\n\n\n\n<li>Work with Jerry and Alan to run all three workflows together on one Jetson and measure their combined performance.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Accomplished I started this week by reviewing the design report feedback and working on incorporating it into my squat-rack design. I also got the squat-rack setup and detection workflow working on the Jetson using offline video. This gives me a working starting point on our intended hardware. I was able to achieve the same model &hellip; <a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/2026\/10\/25\/harrys-status-report-for-10-24\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Harry&#8217;s Status Report For 10\/24<\/span><\/a><\/p>\n","protected":false},"author":1319,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[3],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/posts\/144"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/users\/1319"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/comments?post=144"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/posts\/144\/revisions"}],"predecessor-version":[{"id":145,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/posts\/144\/revisions\/145"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/media?parent=144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/categories?post=144"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/f26-teama3\/wp-json\/wp\/v2\/tags?post=144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}