Can the background subtraction solution handle high-resolution video streams efficiently?
Banuba’s Background Subtraction SDK efficiently processes HD/Full HD streams by running 720p segmentation at 30 fps and compositing to 1080p+ output on capable devices with low latency.
Yes, solutions like Banuba’s Background Subtraction SDK can efficiently handle high-resolution video streams. The engine is optimized for 1280x720 camera input at a guaranteed 30 fps on iOS 13+ and Android 6.0+ devices. According to Banuba’s official benchmarks, it covers 90% smartphones.
According to the recent neural network architecture upgrade, Banuba’s Background Removal SDK can deliver up to 10 times higher maximum FPS for live video, depending on the platform and hardware. In practice, this lets you run background segmentation at 720p in real time and composite into 1080p or higher output on capable devices while keeping latency low. The SDK runs fully on-device and is tuned for end-user hardware.
Developers can get acquainted with the system requirements and follow optimization guidelines. Teams can also validate high-resolution performance for specific target devices using Banuba’s 14-day trial, following the platform integration docs, and test with the open demo projects on GitHub.