Golf club and other object fitting using quantitative biomechanical-based analysis
Systems and methods are disclosed for generating a 3D avatar and object fitting recommendations using a biomechanical analysis of observed actions with a focus on representing actions through computer-generated 3D avatars. Physical quantities of biomechanical actions can be measured from the observations, and the system can analyze these values, compare them to target or optimal values, and use the observations and known biomechanical capabilities to initiate a payment transaction for an object offered by a merchant that corresponds with the recommendation.
1. A system configured for performing object fitting recommendations in connection with an online system, the system comprising:
one or more hardware processors; and
a memory configured for storing instructions, which when executed, cause the system to:
receive, from a user device, a sequence of 2D images of a user's movement using a first object;
analyze the sequence of 2D images to generate 3D data of the user's movement;
perform a quantitative, biomechanical-based analysis of the user's movement from the 3D data to generate biomechanical values;
compare the biomechanical values to target values and known biomechanical capabilities to determine a recommendation for a second object; and
display information about the second object on a graphical user interface with an actionable display element from which the second object can be selected for purchase;
wherein the instructions further cause the system to assess an actual result of the user's movement using the first object and generate a simulation of the user's movement using the second object.
2. The system of claim 1 , wherein the instructions further cause the system to:
generate a user interface for object fitting using quantitative biomechanical-based analysis; and
provide instructions at the user interface to guide a user to capture a series of images of the user's movement using an image capture device.
3. The system of claim 1 , wherein the instructions further cause the system to: correlate objects to the user's movements by computing a distance between an ideal equipment index (IEI) and a product equipment index (PEI).
4. The system of claim 1 , wherein the online system comprises an online ecommerce server and a database of objects available via the online ecommerce server, wherein the instructions further cause the system to select the second object from a set of available objects.
5. The system of claim 1 , wherein the user's movement comprises a golf swing and the first object is a golf club and the instructions further cause the system to: prompt the user to remotely record via a user device and remotely transmit to an online server, one or more golf swings as the sequence of 2D images.
6. The system of claim 1 , wherein the instructions further cause the system to add the second object to an electronic shopping cart upon a user selecting the actionable display element associated with the second object.
7. The system of claim 1 , wherein the instructions further cause the system to determine a recommendation for specific components for the second object.
8. The system of claim 7 , wherein the second object comprises a golf club and the specific components comprise a shaft flex and a shaft kick point.
9. The system of claim 7 , wherein the second object comprises a golf club and the specific components comprise a shaft flex, a shaft weight and a shaft kick point.
10. The system of claim 7 , wherein the second object comprises a golf club and the specific components comprise a shaft flex and a shaft weight.
11. The system of claim 7 , wherein the second object comprises a golf club and the specific components comprise a shaft weight and a shaft kick point.
12. The system of claim 1 , wherein the instructions further cause the system to make a quantitative biomechanical-based analysis of observed actions and a predetermined set of relationships between swing pattern components and object parameters.
13. The system of claim 12 , wherein the swing pattern components comprise golf swing speed, transition style, and/or release style.
14. The system of claim 12 , wherein the object parameters comprise one or more of a golf club shaft weight, shaft flex or kick point.
15. The system of claim 12 , wherein the swing pattern components comprise golf swing speed, transition style, and/or release style and the object parameters comprise one or more of a golf club shaft weight, shaft flex or kick point.
16. The system of claim 1 , wherein the user's movement is a golf swing and the first object is a first golf club and the second object is a second golf club, the system further comprising a database of historical data that correlates golf swings and performance associated with the golf swings, including a resulting distance and/or accuracy of the golf swings.
17. The system of claim 16 , wherein the instructions further cause the system to provide a recommendation based on predetermined relationships of identified golf club parameters and quantitative measurements of a user's performance during different portions of the user's golf swing prior to impact of a golf club.
18. The system of claim 1 , wherein the instructions further cause the system to assess actual results of a user swinging a first golf club and to recommended a second golf club based on a projected performance of the user swinging the second golf club.
19. The system of claim 1 , wherein the instructions further cause the system to provide a recommendation based on predetermined relationships of identified object parameters and quantitative measurements of a user's performance during different portions of the user's movement during performance of an activity.