Team C4 – Cooper Weaver, Nakul Garg, Scott Hamal
Status Report 3
Progress
- Data preprocessing for categorization algorithm
- Camera and RPi setup
- Endpoints named defined and spec-ed
- Backend class architecture defined
Significant Risks
- Rotation preprocessing – Possibly very difficult. We have a plan in place to do it but we have already identified specific data-points that will break our method and require additional rotation-correction processes.
- Incorrect classification results – If a workout is incorrectly classified the wrong backend WorkoutAnalyzer will be used this breaks the form correction, rep counting, and set counting for the rest of that workout.
Design Changes & Decisions
- Each workout will have its own WorkoutAnalyzer class which will each have separate subclasses for form correction, rep counting, and set counting. Though these algorithms will be similar in many respects they will have certain stark differences and possibly require drastically different data pre-processing.
- Http Endpoints named and http protocol for endpoint communications defined: here