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
Drop any MP4, MOV or AVI file up to 500MB.
8 frames sampled evenly across the full timeline.
ML models run 7 quality checks and style classification.
Scores, feedback, engagement prediction and pro comparison.
Under the hood
Gaussian curve analysis of brightness against cinematic ideal
Rule of thirds intersection scoring via edge detection
Grayscale standard deviation mapped to visual depth
Laplacian variance for focus and lens clarity
Hough line transform detects camera tilt in degrees
Farneback optical flow measures inter-frame motion
Quadrant brightness balance and direction analysis
KNN Classifier
Detects shooting style from motion, color temperature, and frame composition patterns.
Random Forest
Predicts overall quality 0–100 from 5 cinematography features weighted by industry standards.
Gradient Boosting
Predicts viewer engagement level from quality score, style, and shooting characteristics.
Built for creators
FrameToque Studio is a growing collection of AI tools designed around real filmmaking workflows. No fluff, no generic outputs — every tool is built around how cinematographers actually think.
Craft-first
Every metric is grounded in cinematography principles, not generic image processing.
Instant feedback
ML inference runs in seconds. No waiting, no queues.
Your data stays yours
Videos are analyzed and immediately deleted. Nothing is stored.