Smart city: Difference between revisions

Line 57: Line 57:
   
   
The main tasks are as follows:
The main tasks are as follows:
1. Collect the video data of the depth cameras with a predefined interface or preinstalled SD card periodically.
1. Collect the video data of the depth cameras with a predefined interface or preinstalled SD card periodically.


Line 63: Line 64:
3. Reimplement existing video analytics architecture (using open source code from papers) with collected depth image video.
3. Reimplement existing video analytics architecture (using open source code from papers) with collected depth image video.
(We split the architecture into modules. Each 2-person team takes care of one module then the group combines the modules together.)
(We split the architecture into modules. Each 2-person team takes care of one module then the group combines the modules together.)
4. Based on the implemented architecture, each team should develop an idea to improve the architecture. Then implement a demo, deploy in the bus system, show the collected results and present the results in the final Smart City report.
4. Based on the implemented architecture, each team should develop an idea to improve the architecture. Then implement a demo, deploy in the bus system, show the collected results and present the results in the final Smart City report.
a) The idea can be a new application.
a) The idea can be a new application.
b) The idea can also be an algorithm or module on how to improve the performance of the architecture.  
b) The idea can also be an algorithm or module on how to improve the performance of the architecture.  
The milestones maybe as follows:
The milestones maybe as follows:
1. Understand the design of overall systems and modules (04.11.2020-18.11.2020 2 weeks).
1. Understand the design of overall systems and modules (04.11.2020-18.11.2020 2 weeks).
2. Reimplementation and integration in laboratory (19.11.2020-09.12.2020 4 weeks).
2. Reimplementation and integration in laboratory (19.11.2020-09.12.2020 4 weeks).
3. Deployment and data collection (10.12.2020-11.02.2021 9 weeks including Christmas).
3. Deployment and data collection (10.12.2020-11.02.2021 9 weeks including Christmas).
4. Result analysis and implement new ideas based on system (06.01.2021-11.03.2021 13 weeks).  
4. Result analysis and implement new ideas based on system (06.01.2021-11.03.2021 13 weeks).  
(Note that there are 5 weeks overlapped with Deployment and data collection in case students need to modified their program.)
(Note that there are 5 weeks overlapped with Deployment and data collection in case students need to modified their program.)
5. Final presentations (the week 15.03.2021).
5. Final presentations (the week 15.03.2021).
6. Final reports (31.03.2021)
6. Final reports (31.03.2021)


308

edits