SMARTFIT BY TOOLMITRAA
Private Activity Library for Adaptive Cycling and Running Profiles
SmartFIT Activity Library organizes genuine activities per athlete and uses a configurable latest-5-to-25 learning window so recent behavior has more influence than old rides or runs.
Latest 5–25 activity learning
Choose a 5, 10, 15, 20 or 25 activity learning window. Cycling, running and walking are modeled separately, while recent matching activities receive more influence than older activities.
- Per-athlete storage
- FIT, GPX and TCX import
- Duplicate activity detection
- Include or exclude unusual activities
- Optional device-specific Activity Twin filtering
Route Twins and Personal Heatmap 2.0
Repeated route corridors are clustered into Route Twins. A private server-side heatmap is rebuilt from the active learning window and can be shown in Smart Route Builder.
- Known-route behavior can override generic behavior
- Reusable learned route geometry
- Route familiarity from private activity history
- Per-athlete heatmap isolation
Frequently asked questions
Does SmartFIT average every old activity forever?
No. The athlete chooses a latest 5–25 activity window, and recent matching activities receive more weight.
Can I exclude an unusual race or bad GPS file?
Yes. Excluding an activity keeps it in the library but removes it from Athlete Twin, Route Twin and heatmap learning.
Are different athlete profiles mixed together?
No. The Activity Library, learned models and heatmap are isolated by SmartFIT user and athlete profile.
More SmartFIT tools
FIT Tools Suite · FIT File Editor · FIT File Repair · Smart FIT Generator · Cycling Activity Generator · Running Activity Generator · Cycling Route Builder · GPX to FIT · FIT Converter · Activity Analyzer · Activity Library · Athlete Twin · Personal Heatmap