RobustVideoMatting is robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!. Official repository for the paper Robust High-Resolution Video Matting with Temporal Guidance. RVM is specifically designed for robust human video matting. Unlike existing neural models that process frames as independent images, RVM uses a recurrent neural network to process videos with temporal memory. RVM can perform matting in real-time on any videos without additional inputs. It achieves 4K 76FPS and HD 104FPS on an Nvidia GTX 1080 Ti GPU. The project was developed at ByteDance Inc.

Watch the showreel video (YouTube, Bilibili) to see the model's performance.