Activity classification based on activity types

A non-transitory tangible computer readable storage medium having stored thereon computer-executable instructions that, when executed by a processor, cause the processor to:

• identify activity data associated with an activity session measured by one or more sensors, the activity data comprising a plurality of sensor measurements associated with multiple parameters comprising a first parameter comprising a stride rate of a user and a second parameter comprising one of a heart rate, speed, or power of the user;
• identify a set of criteria that comprises thresholds to detect a plurality of activity types, wherein the set of criteria comprises a first criterion related to the first parameter of the user and a second criterion related to the second parameter of the user;
• compare the set of criteria and the activity data measured by the one or more sensors;
• determine the activity data satisfies the first criterion related to the first parameter of the user and satisfies the second criterion related to the second parameter of the user;
• classify a first data segment of the activity data as a first activity type of a plurality of activity types;
• identify historical data associated with the user, the historical data corresponding to the first activity type;
• compare, during a first assessment based on a first marker corresponding to a first portion of a duration of the activity session and assessment criterion relating to the first data segment, a first value of the second parameter associated with the first data segment and a second value of the second parameter of the historical data;
• generate, based on comparing of the first value of the second parameter and the second value of the second parameter and a data structure associated with the assessment criterion, a first adjustment to one or more of the activity session or feedback provided to the user;
• compare, during a second assessment, subsequent to the first assessment, based on a second marker corresponding to a second portion of the duration of the activity session and the assessment criterion relating to a second data segment of the activity data, a third value of the second parameter associated with the second data segment and a fourth value of the second parameter of the historical data;
• and
• generate, based on comparing of the third value of the second parameter, the fourth value of the second parameter, and the data structure, a second adjustment to one or more of the activity session or feedback provided to the user.

A system comprising:

• a memory;
• and
• a processor operatively coupled to the memory, the processor to execute instructions that cause the processor to:
• identify activity data associated with an activity session measured by one or more sensors, the activity data comprising a plurality of sensor measurements associated with multiple parameters comprising a first parameter comprising a stride rate of a user and a second parameter comprising one of a heart rate, speed, or power of the user;
• identify a set of criteria that comprises thresholds to detect a plurality of activity types, wherein the set of criteria comprises a first criterion related to the first parameter of the user and a second criterion related to the second parameter of the user;
• compare the set of criteria and the activity data measured by the one or more sensors;
• determine the activity data satisfies the first criterion related to the first parameter of the user and satisfies the second criterion related to the second parameter of the user;
• classify a first data segment of the activity data as a first activity type of a plurality of activity types;
• identify historical data associated with the user, the historical data corresponding to the first activity type;
• compare, during a first assessment based on a first marker corresponding to a first portion of a duration of the activity session and assessment criterion relating to the first data segment, a first value of the second parameter associated with the first data segment and a second value of the second parameter of the historical data;
• generate, based on the comparing of the first value of the second parameter and the second value of the second parameter and a data structure associated with the assessment criterion, a first adjustment to one or more of the activity session or feedback provided to the user;
• compare, during a second assessment, subsequent to the first assessment, based on a second marker corresponding to a second portion of the duration of the activity session and the assessment criterion relating to a second data segment of the activity data, a third value of the second parameter associated with the second data segment and a fourth value of the second parameter of the historical data;
• and
• generate, based on the comparing of the third value of the second parameter, the fourth value of the second parameter, and the data structure, a second adjustment to one or more of the activity session or feedback provided to the user.