PyTorch implementation of ERSVR (Enhanced Real-time Video Super Resolution) network using recurrent multi-branch dilated convolutions for 4x video upscaling.
Key Features
•Multi-Branch Dilated Convolution module for efficient feature extraction
•Feature Alignment Block enabling temporal consistency across video frames
•Student-Teacher Knowledge Distillation achieving 101KB model size
•Real-time performance with sharper edges and fine details compared to bicubic interpolation
•Multiple testing interfaces: CLI, Web (Flask), and Programmatic API