Open-source video matting platform
Remove backgrounds from video without studio-level cost.
FrameMatte combines SAM 3, ViTMatte, VideoMatte and MatAnyone2 into one affordable production service.
GPU queue active
White-label ready
Input
Interview_01.mov
Speaker, difficult hair, soft light, 4K footage.
Route
SAM 3 -> ViTMatte
Rough mask, edge cleanup, alpha export.
Built for e-commerce teams, agencies, editing studios, short-form production and white-label services.
Product structure
What is inside the platform
The product is packaged as a low-cost production service powered by open-source models, not as a list of AI repositories.
SAM 3
Fast rough segmentation for a person, product or object before the heavier refinement step.
ViTMatte
Cleans up hair, semi-transparent edges and difficult details where basic segmentation breaks.
VideoMatte
Keeps masks stable across frames so the cutout does not flicker from shot to shot.
MatAnyone2
Holds onto the right person or object inside long videos and motion-heavy scenes.
Service logic
How the customer understands what they are paying for
The price is based on scene type, video length, delivery speed and export format, not on a vague AI subscription.
Upload
The client chooses a task: product, portrait, full-body or batch processing.
Routing
The service picks the right model pipeline and estimates quality and turnaround.
Calculation
The calculator combines minutes, quality level, urgency and extra options.
Checkout
Private users pay instantly while studios and agencies can request invoice flow.
Use cases
Who this service is for
The site now sells specific production outcomes instead of talking only about models and research.
Short-form studios
Fast cutouts for TikTok, Reels, YouTube Shorts, online courses and podcasts.
Product video teams
Clean alpha output for marketplaces, ads, promos and catalog content.
Agencies
White-label processing, team access, invoicing and scalable delivery.
Monetization
Low-cost pricing model
Open-source infrastructure keeps pricing low. Recurring plans reward frequent usage, while one-time orders cover occasional jobs.
Start
$29 / month
Studio
$79 / month
Agency
$169 / month
1 min
120 min
Payment method
Checkout options that do not hurt conversion
The best launch setup includes international cards, local methods, invoices for B2B and crypto for fast cross-border orders.
Checkout logic
Request setup
Cards are a good default for private users and small orders. Connect Stripe or another PSP for real checkout.
Plan
Studio
Billing
Subscription
Quote
$7.92
Method
Visa / Mastercard
This button prepares an email with the chosen plan and quote. Replace it with a real checkout or backend API before launch.
FAQ
What matters before launch
Why use several models instead of one?
Because a cheap and reliable service wins through routing. Easy scenes should stay inexpensive, while harder footage moves to a heavier pipeline only when necessary.
Which payment method should go first?
If your traffic is global, start with cards. If you sell heavily in CIS and Uzbekistan, place local methods next to them. Agencies usually convert best through invoice flow.
What is still missing for a full launch?
You still need a backend for uploads, job queueing, storage, authentication and real payment integrations. This MVP already shows the product structure and business logic.
Result