How Perfect Form analyzes your lifts
From video upload to actionable insights in minutes. Discover the advanced AI pipeline that transforms your lifting videos into precise biomechanical analysis.
Your journey from video to insights
Upload your lift, and watch as our AI pipeline transforms it into actionable feedback in real-time.
Simply film your squat, bench, or deadlift with your phone. Our system works with any camera angle and lighting condition.
Multiple AI models work together to identify you, track your joints, and map your movement in 3D space.
View your form score, biomechanical data, and personalized suggestions to improve your technique.
The AI pipeline behind every analysis
A combination of video processing, computer vision, physics engine calculations, and AI data analysis work in sequence to transform your video into precise biomechanical insights.
Optimizing your video for analysis
Before any AI models see your video, we enhance and stabilize it for optimal processing with noise reduction and frame optimization.
Input State
Enhanced Output
Detection Input
Segmented Output
Finding you in the frame
Our first computer vision model identifies and isolates the lifter from the background, even in crowded gym environments.
Mapping your joints
The second computer vision model identifies 20+ key anatomical points across your body with sub-pixel accuracy in every video frame.
Body Regions
Precision Metrics
2D Input Data
3D Reconstruction
Building your 3D skeleton
Using the 2D keypoints, our third computer vision model reconstructs your movement in three-dimensional space, creating an accurate 3D representation.
Extracting joint angles and velocities
With your 3D skeleton mapped, we calculate precise joint angles, angular velocities, and bar path trajectories.
Joint Angles (°)
Motion Metrics
Analysis Results
Recommendations
Intelligent feedback and recommendations
Our final AI model analyzes your biomechanical data against thousands of perfect lifts, identifying form breakdowns and generating personalized recommendations.
Built for accuracy and speed
Our AI pipeline processes your videos with industry-leading precision and lightning-fast speed.
Processing Time
From upload to insights
Accuracy Rate
Keypoint detection precision
Keypoints Tracked
Anatomical landmarks
Analysis Rate
Frame-by-frame precision