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YOGA TUTOR ERROR-FREE YOGA AT HOME A Project byYASH OSWAL GANDHAR TANNU SAHIL SHINGVI Vision behind yoga tutor IMAGE PROCESSING YOGA- THE BEST MEDICINE A NEW AND INNOVATIVE IDEA “IT’S A FANTASTIC INITIATIVE! I WOULD LIKE TO EXTEND MY FULL SUPPORT TO THIS VENTURE!” PADEKAR GURUJI Why yoga? UNIVERSAL MEDICINE BEST EXERCISE FOR ALL AGES NO EQUIPMENT NEEDED LONG LASTING EFFECTS YEAR-AROUND PRACTICE Benefits of yoga STRESS & PAIN RELIEF FLEXIBILITY INCREASED STRENGTH WEIGHT MANAGEMENT IMPROVED CIRCULATION INNER PEACE Challenges for practicing yoga DIFFICULT ART TO LEARN LESS QUALIFIED PRACTITIONERS AVAILABLE PHYSICALLY, MENTALLY AND EMOTIONALLY CHALLENGING INTIMIDATING FOR BEGINNERS INCORRECT PRACTICES MAY LEAD TO INJURIES NEED FOR YOGA TUTOR ONLY LONG TERM SOLUTION FOR CURRENT DAY PROBLEMS YOGA PRACTICE BEING INCREASED EVERYDAY YOGA HAS TO BE PRACTICED PERFECTLY NO SELF-HELP YOGA SYSTEM DEVELOPED URGING NEED OF AUTOMATED SELF-HELP YOGA CORRECTION SYSTEM THIS SYSTEM PROVIDED BY YOGA TUTOR MARKET SURVEY IN AMERICA 15 – 20 MILLION PEOPLE PRACTICE YOGA AND INDIA IT IS LOT MORE AMERICANS SPEND $5.7 BILLION A YEAR ON YOGA (CD’S, DVD’S, etc.) YOGA CAMPS AND WORKSHOPS ORGANISED EVERYWHERE (RAMAMANI IYENGAR MEMORIAL YOGA INSTITUTEMOST REPUTED) CD’S, DVD’S AVAILAIBLE IN MARKET FROM VARIOUS AUTHORS HIS HIGHNESS, PADEKAR GURUJI, CONDUCTS WORSHOPS AND SEMINARS CONCLUSIONS FROM MARKET SURVEY YOGA TUTOR NOT IMPLEMENTED COMMERCIALLY TILL DATE THERE IS URGENT NEED OF YOGA TUTOR IN MARKET KEEN INTEREST SHOWN BY PADEKAR GURUJI IN THE PROJECT ABOUT YOGA TUTOR A SELF- HELP TOOL FOR YOGA PRACTITIONER VISUALISES AND ANALYSES MOTION IN YOGA SOFWARE TO BE INCLUDED IN YOGA CD’S AND DVD’S COMPONENTS REQUIRED CAMERA PROCESSOR KEY CRITERIASCAMERA CLARITY PROCESSOR SPEED MONITOR ARCHITECTURAL DESIGN I N P U T I M A G E GRAYSCALING AND THRESHOLDING S U R F EROSION AND DILATION CANNY ALGORITHM PRE-PROCESSING A L G O SURF ALGORITHM (SPEEDED UP ROBUST FEATURES) A ROBUST IMAGE DETECTOR & DESCRIPTOR ALGORITHM FIRST PRESENTED BY HERBERT BAY ET AL IN 2006 USED IN COMPUTER VISION TASKS LIKE OBJECT RECOGNITION OR 3D RECONSTRUCTION PARTLY INSPIRED BY THE SIFT DESCRIPTOR THE STANDARD VERSION OF SURF IS SEVERAL TIMES FASTER THAN SIFT MORE ROBUST AGAINST DIFFERENT IMAGE TRANSFORMATIONS THAN SIFT SURF- the IDEAL CHOICE FOR YOGA TUTOR SCALE AND ROTATION INVARIANCECAMERA POSITION FLEXIBILITY INVARIANCE OF PRACTITIONER AND TRAINER HEIGHT ROBUST TO NOISELOW RESTRICTION ON CAMERA QUALITY (PERFECT FOR WEB CAMERAS) FAST PROCESSINGNEAR REAL TIME RESULTS REPEATABILITYMULTIPLE USAGE SURF ALGORITHM IMPLEMENTED KEY POINTS USING SURF ALGORITHM KEY POINT MATCHING USING SURF ALGORITHM BOOK COVER MATCHING BUILDING MATCHING HAND GESTURE MATCHING SEQUENCE DIAGRAM User Processor Database feed Reference video Store After Process Feed Practioner video Feed after Process Perform Compare task T I M E L I N E Sr no Task Date Deciding the Tool 12th Sept Learn to use the tool (MATLAB) 23rd Sept Deciding Application 25th Sept Requirements of Application (CHAKRASANA) 30th Sept Start working on application 12th Oct Build the first prototype 10th Dec Work on the flaws 15th Dec Build final application 15th Feb RISKS INVOLVED IDEA NOT BEEN IMPLEMENTED BEFORE INEXPERIENCED DEVELOPERS AVAILAIBLE TIME LESS YOGA TUTOR TEAM EXTERNAL MENTOR- PADEKAR GURUJI INTERNAL GUIDE- Prof Mrs WASMATKAR INTERNAL MENTOR- Prof Mr JOSHI PROJECT DEVELOPERS- YASH OSWAL GANDHAR TANNU SAHIL SHINGVI QUESTIONS? Thank you Pictures taken from Internet Slide show made by GANDHAR TANNU [...]... SURF ALGORITHM BOOK COVER MATCHING BUILDING MATCHING HAND GESTURE MATCHING SEQUENCE DIAGRAM User Processor Database feed Reference video Store After Process Feed Practioner video Feed after Process Perform Compare task T I M E L I N E Sr no Task Date 1 Deciding the Tool 12th Sept 2 Learn to use the tool (MATLAB) 23rd Sept 3 Deciding Application 25th Sept 4 Requirements of Application (CHAKRASANA) 30th... VIDEO FRAME EXTRACTION YOGA MASTER VIDEO SURF ALGORITHM COMPARISON ERROR DETECT F L O W C H A R T functions EXACT FRAME EXTRACTION VISUALIZE AND ANALYZE BODY POSTURE STORAGE OF DATA COMPARISON OF DATA ERROR DETECTION (IF IT EXISTS) WORKING USE OF SURF ALGORITHM  FRAME EXTRACTION  COMPARISON  ERROR DETECTION MAJOR INPUTS- REFERENCE AND PRACTIONER VIDEO MAJOR OUTPUT- COMPARISON AND ERROR DETECTION SCREEN... IMAGE TRANSFORMATIONS THAN SIFT SURF- the IDEAL CHOICE FOR YOGA TUTOR SCALE AND ROTATION INVARIANCECAMERA POSITION FLEXIBILITY INVARIANCE OF PRACTITIONER AND TRAINER HEIGHT ROBUST TO NOISELOW RESTRICTION ON CAMERA QUALITY (PERFECT FOR WEB CAMERAS) FAST PROCESSINGNEAR REAL TIME RESULTS REPEATABILITYMULTIPLE USAGE SURF ALGORITHM IMPLEMENTED KEY POINTS USING SURF ALGORITHM KEY POINT MATCHING USING SURF... Application (CHAKRASANA) 30th Sept 5 Start working on application 12th Oct 6 Build the first prototype 10th Dec 7 Work on the flaws 15th Dec 8 Build final application 15th Feb RISKS INVOLVED IDEA NOT BEEN IMPLEMENTED BEFORE INEXPERIENCED DEVELOPERS AVAILAIBLE TIME LESS YOGA TUTOR TEAM EXTERNAL MENTOR- PADEKAR GURUJI INTERNAL GUIDE- Prof Mrs WASMATKAR INTERNAL MENTOR- Prof Mr JOSHI PROJECT DEVELOPERS-... PRACTIONER VIDEO MAJOR OUTPUT- COMPARISON AND ERROR DETECTION SCREEN ARCHITECTURAL DESIGN I N P U T I M A G E GRAYSCALING AND THRESHOLDING S U R F EROSION AND DILATION CANNY ALGORITHM PRE-PROCESSING A L G O SURF ALGORITHM (SPEEDED UP ROBUST FEATURES) A ROBUST IMAGE DETECTOR & DESCRIPTOR ALGORITHM FIRST PRESENTED BY HERBERT BAY ET AL IN 2006 USED IN COMPUTER VISION TASKS LIKE OBJECT RECOGNITION OR 3D ... SURVEY YOGA TUTOR NOT IMPLEMENTED COMMERCIALLY TILL DATE THERE IS URGENT NEED OF YOGA TUTOR IN MARKET KEEN INTEREST SHOWN BY PADEKAR GURUJI IN THE PROJECT ABOUT YOGA TUTOR A SELF- HELP TOOL FOR YOGA. .. SELF-HELP YOGA SYSTEM DEVELOPED URGING NEED OF AUTOMATED SELF-HELP YOGA CORRECTION SYSTEM THIS SYSTEM PROVIDED BY YOGA TUTOR MARKET SURVEY IN AMERICA 15 – 20 MILLION PEOPLE PRACTICE YOGA AND INDIA... behind yoga tutor IMAGE PROCESSING YOGA- THE BEST MEDICINE A NEW AND INNOVATIVE IDEA “IT’S A FANTASTIC INITIATIVE! I WOULD LIKE TO EXTEND MY FULL SUPPORT TO THIS VENTURE!” PADEKAR GURUJI Why yoga?