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Information

  • Time: 13:30 - 14:00
  • Attendees: Bob Zhang (Supervisor), Huang Yanzhen, Mai Jiajun

Discussion Summary

Today's discussion is mainly about future works and the format of the interim report.

1. YOLO11 Datasets collection and construction

  • Datasets contain only figures of hands holding cell phone in various postures.
  • Green screen and color scalar may be applied to enhance the abundance of data.

2. Do the complete evaluation of the whole system

  • Unit evaluation of posture classification model is done.
  • Need to perform unit evaluation of YOLO model.
  • Need to perform combined evaluation of the posture classification model and the YOLO model.

3. Face process

  • Facial recognition can be included in project if we have spare time.
  • Otherwise, since the face cropping interface is already exposed, a simple public alarming feature could be done.

4. Discussed about the structure of Interim Report

  • Show the Gantt Chart to supervisor.
  • Partner's work needs to be mentioned. For process done by writer, mention the details and the outcomes; For process done by partner, only mention the outcome.

Remaining Problems:

  • Phone detector found a cell phone while the certain pedestrian is actually not using a phone.
  • Maybe need to check if the confidence of hands' key points are suitable for further phone detection.

Agenda for the next meeting

  1. Check the Abstract of interim reports.
  2. Increments of work mentioned above.