KNOW EXACTLY
WHAT'S WRONG
WITH YOUR SHOT
Upload your footage and get instant ML-powered feedback on exposure, composition, stability, sharpness, contrast, horizon and lighting — plus style detection and engagement prediction.
DRAG & DROP YOUR VIDEO
or click to browse your files
ANALYSIS TAKES 10–30 SECONDS
The Process
HOW IT WORKS
Upload
Drop any MP4, MOV or AVI file up to 500MB.
Extract
8 frames sampled evenly across the full timeline.
Analyze
ML models run 7 quality checks and style classification.
Results
Scores, feedback, engagement prediction and pro comparison.
Under the hood
7 QUALITY CHECKS
Exposure
Gaussian curve analysis of brightness against cinematic ideal
Composition
Rule of thirds intersection scoring via edge detection
Contrast
Grayscale standard deviation mapped to visual depth
Sharpness
Laplacian variance for focus and lens clarity
Horizon
Hough line transform detects camera tilt in degrees
Stability
Farneback optical flow measures inter-frame motion
Lighting
Quadrant brightness balance and direction analysis
KNN Classifier
Style Detection
Detects shooting style from motion, color temperature, and frame composition patterns.
Random Forest
Quality Scoring
Predicts overall quality 0–100 from 5 cinematography features weighted by industry standards.
Gradient Boosting
Engagement Prediction
Predicts viewer engagement level from quality score, style, and shooting characteristics.