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A teacher records a real demonstration. ByFeel reads a small set of video frames.
TEACH THE PART THAT WORDS MISS
Expertise lives in the small decisions.
ByFeel turns a teacher's video demonstration into clear, checked guidance—without letting AI replace the teacher.
Static showcase · No camera · No uploads · No account
TEACHER VIDEO12 frames
TEACHER-APPROVED CUEThe crease stays flat after your hand is removed.
WHY BYFEEL
A video can show what happened. A good teacher also explains what to notice.
That hidden judgment is often what separates copying a motion from actually learning a skill. ByFeel keeps it in the lesson.
HOW IT WORKS
From demonstration to dependable guidance.
Find the gap
It spots the judgment an expert uses but may forget to explain out loud.
Teacher decides
The teacher reviews, corrects, and approves every learning cue.
Learner checks
The learner gets one clear step and one visible way to know it worked.
BUILT WITH CLEAR BOUNDARIES
AI helps. The teacher remains responsible.
01
Video inSelected frames from a teacher demonstration are examined.
02
Gemini + teaching agentsVisual reasoning finds missing judgment and drafts a learner check.
03
Teacher approvalNothing becomes learner guidance until a person reviews it.
Project stack: Gemini, Google ADK, FastAPI, Firestore, and Cloud Storage. This public showcase is frontend-only and connects to none of them.
Safe to explore in public.
The demo contains fictional sample data and cannot record, upload, save, or send anything.