About CalmArms

Your phone can
keep score.

Most people log their lifts by hand, or not at all — and never really know how each rep looked. CalmArms watches your set: it counts every rep, grades each one, and tracks your progress. You just lift and drop in the weight.

The problem

Tracking your lifts is a chore.

Logging every set by hand is tedious, so it slips — and even when you do log it, there's no record of how the reps actually looked. Progress gets fuzzy, form problems go unseen, and training time gets wasted.

Our solution

Point your phone. It keeps score.

Point your phone, start a set. CalmArms reads your body in real time — counting every rep and grading each one against ideal templates — then you add the weight and the set's logged, with your progress tracked over time.

Under the hood

How the AI actually works.

On-device pose detection

Apple's CoreML stack reads 33 body landmarks straight from your camera feed. Every frame stays on your device — your video is never uploaded.

Angle comparison against ideal templates

Each exercise has expert-recorded keyframe templates. Your joint angles are continuously compared in real time and scored on similarity.

Exercise-specific scoring

Bicep curls weigh elbow angle. RDLs grade hip hinge and spinal neutrality. Lateral raises grade shoulder abduction. The grade reflects what actually matters for that lift.

Form-issue detection

Elbow flare on pulls, back rounding on hinges, hip-flexor takeover on crunches, momentum-driven cheating, incomplete range of motion — the system names the issue and tells you what to fix on the next rep.

Exercise library

18 exercises, dialed in.

59 variations covering arms, shoulders, chest, back, legs, and core — each with tailored scoring weights and form-issue detection.

Bicep Curl

Muscles
Biceps · Forearms · Brachialis
Variations
Standard · Incline · Hammer · Preacher
Form tips
Keep elbows close to sides. Avoid swinging or momentum. Control the descent. Squeeze at the top.

Tricep Extension

Muscles
Triceps (long, lateral, medial heads)
Variations
Cable Pushdown · Overhead · Kickback
Form tips
Pin elbows to sides. Only forearms move. Full extension without hyperextending. Stand upright.

Shoulder Press

Muscles
Anterior + Lateral Deltoids · Triceps · Upper Chest
Variations
Dumbbell · Barbell · Machine
Form tips
Sit upright, feet flat. Start at shoulder height with 90° elbows. Press straight up, not forward.

Lateral Raise

Muscles
Lateral Deltoids · Upper Trapezius
Variations
Standing · Seated · Cable
Form tips
Slight bend in elbows. Lead with elbows. Raise to shoulder height only. Controlled descent.

Bench Press

Muscles
Chest · Front Deltoids · Triceps
Variations
BB Flat · DB Flat · BB Incline · DB Incline
Form tips
Film from the side. Lower the bar to your chest under control, press to full lockout, and keep a steady, natural bar path.

Pec Deck

Muscles
Chest · Anterior Deltoids
Variations
Standard
Form tips
Sit with back flat against pad. Elbows on the pads, not hands. Squeeze inward — don’t collapse arms.

Fly

Muscles
Chest · Anterior Deltoids
Variations
DB Flat · DB Incline · Cable Low · Cable Mid · Cable High
Form tips
Slight bend in elbows, locked. Wide arc — don’t turn it into a press. Stretch at the bottom, squeeze at the top.

Lat Pulldown

Muscles
Lats · Rhomboids · Rear Deltoids · Biceps
Variations
Wide-Grip · Close-Grip · Reverse-Grip · Single-Arm
Form tips
Drive elbows down toward hips, not back. Slight torso lean only. Pull to upper chest, not the chin.

Pull-Up

Muscles
Lats · Biceps · Forearms · Mid-Back
Variations
Pronated · Chin-Up · Neutral-Grip
Form tips
Start from a dead hang. Drive elbows down. Chin clears the bar. No kipping — control the descent.

Row

Muscles
Lats · Rhomboids · Mid-Back · Rear Deltoids
Variations
Wide-Grip Cable · Close-Grip Cable · Single-Arm Cable · BB Bent-Over · DB Bent-Over · Single-Arm DB · T-Bar
Form tips
Hinge at the hips, flat back. Pull to the lower chest / upper abs. Elbows tracking back, not flared out.

Leg Extension

Muscles
Quadriceps (all four heads)
Variations
Standard · Single-Leg
Form tips
Back flat against pad. Full extension at the top — squeeze. Controlled descent — don’t let the weight slam.

Seated Leg Curl

Muscles
Hamstrings · Calves (assist)
Variations
Standard · Single-Leg
Form tips
Pin hips to the seat. Curl heels under the seat with control. Resist the eccentric — that’s where growth happens.

Calf Raise

Muscles
Gastrocnemius · Soleus
Variations
Standing · Single-Leg · Seated
Form tips
Full stretch at the bottom, full peak at the top. Pause at peak. Slow eccentric.

Squat

Muscles
Quads · Glutes · Hamstrings · Core
Variations
Bodyweight · Goblet · BB Back · BB Front
Form tips
Break at the hips and knees together. Hit at least parallel depth. Keep your torso angle and drive through mid-foot. Back-rounding is the key safety check.

Deadlift

Muscles
Hamstrings · Glutes · Erectors · Lats
Variations
Barbell RDL · Dumbbell RDL · Single-Leg RDL · Stiff-Leg · Conventional · Sumo · Trap-Bar
Form tips
Neutral spine throughout, bar close to the legs. RDLs are a hip-hinge; conventional, sumo, and trap-bar floor pulls bend the knees to reach the bar and lock out.

Crunch

Muscles
Rectus Abdominis
Variations
Standard
Form tips
Curl the shoulders toward the hips — small range. Lower back stays planted. Drive with abs, not neck.

Sit-Up

Muscles
Rectus Abdominis · Hip Flexors
Variations
Standard · Decline
Form tips
Anchor your feet. Roll the spine up vertebra by vertebra. Eccentric is where the work hides.

Hanging Leg Raise

Muscles
Lower Abs · Hip Flexors · Grip
Variations
Standard
Form tips
No swinging — kill momentum at the bottom. Drive knees / legs up by curling the pelvis. Slow descent.
The scoring axes

Five components. One grade per rep.

Each rep is scored 0–100 across five components. The weights shift slightly per exercise to match what actually matters for that movement.

35%

Angle accuracy

How well your joint angles match ideal positions throughout the rep

25%

Range of motion

Full extension and contraction for complete muscle engagement

15%

Stability

Keeping your body steady with no swinging or compensating

15%

Tempo

Controlled, consistent rep speed without relying on momentum

10%

Bilateral balance

Even effort between left and right sides on two-arm exercises