{"id":197,"date":"2024-04-07T00:27:50","date_gmt":"2024-04-07T00:27:50","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/?p=197"},"modified":"2024-04-07T00:27:50","modified_gmt":"2024-04-07T00:27:50","slug":"team-status-report-for-4-6","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/2024\/04\/07\/team-status-report-for-4-6\/","title":{"rendered":"Team Status Report for 4\/6"},"content":{"rendered":"

Risk Mitigation\u00a0<\/b><\/p>\n

A risk in our project that we are trying to mitigate at the moment is whether or not our intended platform for storing data will be sufficient in terms of upload\/download speed. Since we are planning on uploading camera footage from Salem\u2019s and immediately using it and discarding it in real time, it is necessary to make sure that the platform we choose can be fast enough to allow for this data transfer from RPi to laptop to work properly. Therefore, we will test with uploading data from our RPis to cloud with AWS S3 buckets, and if those do not meet our requirements, then we can pivot to Dropbox or other distributed storage alternatives.\u00a0<\/span><\/p>\n

 <\/p>\n

Design Changes<\/b><\/p>\n

Since we are using RPis to use real-time data from Salem\u2019s, we are using AWS as a middleman in the content delivery process from the store to our remote laptops, which can then use the data for testing purposes on our system.\u00a0<\/span><\/p>\n

Schedule Changes\u00a0<\/b><\/p>\n

We have created a rough draft schedule for the last few weeks of the semester to stay on track:\u00a0<\/span><\/p>\n

 <\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
<\/td>\nBrian<\/span><\/td>\nShubhi<\/span><\/td>\nSimon<\/span><\/td>\n<\/tr>\n
April 3rd, 2024, Wed<\/span><\/td>\nFix environment for cv2.imshow, look into options for RPi data transfer<\/span><\/td>\nPurchase requests for cameras\/displays\/RPis<\/span><\/td>\nRPi setup\u00a0<\/span><\/td>\n<\/tr>\n
April 4th, 2024, Thursday<\/span><\/td>\nFix environment for cv2.imshow\/RPi setup<\/span><\/td>\nTalk to Salem\u2019s about using their Cameras, Wifi, installing our own cameras, reimplement fullness acquisition<\/span><\/td>\nRPi setup\u00a0<\/span><\/td>\n<\/tr>\n
April 5th, 2024, Friday<\/span><\/td>\nRPi setup, set up server\/method for data uploading from RPi<\/span><\/td>\nReimplement fullness acquisition<\/span><\/td>\nRPi access camera module and USB camera simultaneously\u00a0<\/span><\/td>\n<\/tr>\n
April 6th, 2024, Saturday<\/span><\/td>\nSet up server\/method for data uploading from RPi<\/span><\/td>\nReimplement fullness acquisition<\/span><\/td>\nRPi access camera module and USB camera simultaneously\u00a0<\/span><\/td>\n<\/tr>\n
April 7th, 2024, Sunday<\/span><\/td>\nSet up server\/method for data uploading from RPi, test uploading multiple cameras data per raspberry pi, implement fetching<\/span><\/td>\nImprove accuracy of fullness acquisition<\/span><\/td>\nRPi access camera module and USB camera simultaneously, test uploading multiple cameras data per raspberry pi, implement fetching<\/span><\/td>\n<\/tr>\n
April 8th, 2024, Monday<\/span><\/td>\nGo to Salem\u2019s, add pictures to dataset to train for throughput, implement line detection<\/span><\/td>\nGo to Salem\u2019s, improve accuracy of fullness acquisition<\/span><\/td>\nGo to Salem\u2019s, implement line detection, add pictures to dataset to train for throughput acquisition<\/span><\/td>\n<\/tr>\n
April 9th, 2024, Tuesday<\/span><\/td>\nImplement line detection, retrain throughput model<\/span><\/td>\nImprove accuracy of fullness acquisition<\/span><\/td>\nImplement line detection<\/span><\/td>\n<\/tr>\n
April 10th, 2024, Wednesday<\/span><\/td>\nImplement line detection, retrain throughput model<\/span><\/td>\nImprove accuracy of fullness acquisition<\/span><\/td>\nImplement line detection<\/span><\/td>\n<\/tr>\n
April 11th, 2024, Thursday<\/span><\/td>\nIncrease accuracy of throughput acquisition, go to Salem\u2019s and install cameras<\/span><\/td>\nIncrease accuracy of throughput acquisition, go to Salem\u2019s and install cameras<\/span><\/td>\nIncrease accuracy of throughput acquisition, go to Salem\u2019s and install cameras<\/span><\/td>\n<\/tr>\n
April 12th, 2024, Friday<\/span><\/td>\nTest throughput, line, fullness acquisition with footage from Salem\u2019s<\/span><\/td>\nTest throughput, line, fullness acquisition with footage from Salem\u2019s<\/span><\/td>\nTest throughput, line, fullness acquisition with footage from Salem\u2019s<\/span><\/td>\n<\/tr>\n
April 13th, 2024, Saturday<\/span><\/td>\nTest throughput, line, fullness acquisition with footage from Salem\u2019s<\/span><\/td>\nTest throughput, line, fullness acquisition with footage from Salem\u2019s<\/span><\/td>\nTest throughput, line, fullness acquisition with footage from Salem\u2019s<\/span><\/td>\n<\/tr>\n
April 14th, 2024, Sunday<\/span><\/td>\nTest throughput, line acquisition with footage from Salem\u2019s, integrate line detection<\/span><\/td>\nTest throughput, line acquisition with footage from Salem\u2019s, integrate line detection<\/span><\/td>\nTest throughput, line acquisition with footage from Salem\u2019s, integrate line detection<\/span><\/td>\n<\/tr>\n
April 15th, 2024, Monday<\/span><\/td>\nIntegrate line detection, purchase toy carts, prop items, test integrated system<\/span><\/td>\nIntegrate line detection, test integrated system<\/span><\/td>\nIntegrate line detection, test integrated system<\/span><\/td>\n<\/tr>\n
April 16th, 2024, Tuesday<\/span><\/td>\nTest integrated system<\/span><\/td>\nTest integrated system<\/span><\/td>\nTest integrated system<\/span><\/td>\n<\/tr>\n
April 17th, 2024, Wednesday<\/span><\/td>\nTest integrated system<\/span><\/td>\nTest integrated system<\/span><\/td>\nTest integrated system<\/span><\/td>\n<\/tr>\n
April 18th, 2024, Thursday<\/span><\/td>\nFigure out test configuration for final demos, dry runs with test configuration\u00a0<\/span><\/td>\nFigure out test configuration for final demos, dry runs with test configuration\u00a0<\/span><\/td>\nFigure out test configuration for final demos, dry runs with test configuration\u00a0<\/span><\/td>\n<\/tr>\n
April 19th, 2024, Friday<\/span><\/td>\nSlack<\/td>\nSlack<\/td>\nSlack<\/td>\n<\/tr>\n
April 20th, 2024, Saturday<\/span><\/td>\nSlack<\/td>\nSlack<\/td>\nSlack<\/td>\n<\/tr>\n
April 21st, 2024, Sunday<\/span><\/td>\nSlack<\/td>\nSlack<\/td>\nSlack<\/td>\n<\/tr>\n
April 22nd, 2024, Monday, FINAL PRESENTATION<\/span><\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
April 23rd, 2024, Tuesday<\/span><\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
April 24th, 2024, FINAL PRESENTATION<\/span><\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

Testing\u00a0<\/b><\/p>\n

Using data from Salem\u2019s market, we plan on validating our system by setting up our system there, letting it run, and observing how frequently it is the case that an individual that uses the system before the next one gets out of the store or to the checkout line faster. We will then tally the total number of users that are able to get to the front of a checkout line or out of the store faster and divide it by the total number of users in order to measure accuracy. Furthermore, for testing the speed of the system, we can programmatically check how fast the system is from start of computation to displaying the result, and check if it is under our design requirements.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Risk Mitigation\u00a0 A risk in our project that we are trying to mitigate at the moment is whether or not our intended platform for storing data will be sufficient in terms of upload\/download speed. Since we are planning on uploading camera footage from Salem\u2019s and immediately using it and discarding it in real time, it … <\/p>\n

Continue reading “Team Status Report for 4\/6”<\/span><\/a><\/p>\n","protected":false},"author":883,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[7],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/posts\/197"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/users\/883"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/comments?post=197"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/posts\/197\/revisions"}],"predecessor-version":[{"id":198,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/posts\/197\/revisions\/198"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/media?parent=197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/categories?post=197"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamc3\/wp-json\/wp\/v2\/tags?post=197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}