Workout recommendation engine
A system and method for providing recommendations for a workout by a user. The system includes a workout engine configured to select the workout for the user based on user input and/or historical data, and one or more data sources, each of the one or more data sources providing information associated with the user and/or the workout. The system further includes a recommendation engine configured to receive the information associated with the user and/or the workout from the one or more data sources, and to generate one or more recommendations about the workout and/or the user before, during and/or after the workout by the user, the one or more recommendations being configured to optimize the performance of the workout by the user.
1. A method comprising:
selecting, by a processing device, a workout for a user based on one or more of a user input or historical data associated with the user;
generating, based on historical data, an image corresponding to a set of movements of the user;
receiving, from one or more data sources, information associated with one or more of the user or the workout;
receiving, from a mobile device of the user, information relating to a calendar of the user;
setting, based on the information relating to the calendar, an adjusted duration of the workout;
measuring, via a sensor, performance data of the user relating to the workout having the adjusted duration;
identifying a movement of the user from the performance data;
authenticating the movement of the user by comparing at least a portion of the performance data to at least a portion of the set of movements of the image associated with the user;
generating, at least one of before, during, or after the workout, one or more recommendations associated with one or more of the workout or the user, the one or more recommendations being configured to adjust performance data associated with the workout; and
displaying the one or more recommendations associated with the one or more of the workout or the user.
2. The method of claim 1 , wherein the information associated with one or more of the user or the workout provided by the one or more data sources comprises topographical information about a geographical environment of the workout.
3. The method of claim 1 , wherein the information associated with one or more of the user or the workout provided by the one or more data sources comprises at least one of genetic information of the user or one or more genetic markers of the user.
4. The method of claim 1 , further comprising:
selecting, based on the performance data, an audio file comprising audio associated with the workout; and
generating, by an audio processor, the audio associated with the workout.
5. The method of claim 1 , further comprising recording, by a microphone, one or more sounds produced by the user during the workout.
6. The method of claim 1 , further comprising generating the workout for the user based at least on one or more selected portions of one or more workouts.
7. The method of claim 1 , wherein the workout comprises a meal plan for the user.
8. The method of claim 1 , further comprising collecting, via one or more additional sensors, sensor data associated with the user.
9. The method of claim 8 , wherein the one or more additional sensors are formed in a wearable garment configured for being worn by the user during the workout.
10. The method of claim 8 , wherein the one or more additional sensors comprise at least one accelerometer.