Virtual Yoga Coach Virtual Yoga Coach Design Review Team B7 Chelsea Chen Sandra Sajeev Tian Zhao 1
Solution Approach 2
Verb Verbal Instruction Method Comparison Body Part Direction 3
System Specification 4
System Specification Accuracy and Runtime: First-round experiments with ~80 yoga images on OpenPose, 8G RAM Macbook Pro Pose Name Warrior 1 Tree Pose Mountain Down Dog Pose (rotated) Accuracy 100% 100% 100% 70% Runtime 1.6755s 1.6408s 1.5773s 1.7386s (OpenPose) Runtime (Overall) 2.2s 2.2s 2.1s 4.0s Image Size 3KB ~ 10KB , Captured 25 frames / sec Libraries: OpenCV, Tensorflow-OpenPose, Spacy 5
Implementation Plan 6
Software Design 7
Implementation of Verbal Instruction 8
Metrics & Validation: Pose Comparison 9
Metrics & Validation: Verbal Instructions User Testing With Picture Comparison Qualitative Quantitative How realistic the % of Nonsensical Incorrect yoga instructions Instructions To are? Correct Pose Are instructions % of instructions Sample too verbose or too that don’t match Text concise? corrections Command Risk Factors: - No method works significantly better than the other two - Solution: use more refined combinations of the methods 10
Metrics & Validation: Runtime 11
Project Management 12
Recommend
More recommend
