Djdefrag/QualityScaler
QualityScaler - image/video AI upscaler app
Built entirely in Python, QualityScaler leverages PyTorch and ONNX Runtime with DirectML backend for GPU-accelerated inference across DirectX 12-compatible hardware (NVIDIA, AMD, Intel). It features automatic image tiling to handle VRAM constraints, hardware-accelerated video encoding (NVENC/AMF/QSV), multi-threaded frame processing via FFmpeg, and batch processing of multiple images and videos simultaneously with pause/resume capability.
2,990 stars. Actively maintained with 3 commits in the last 30 days.
Stars
2,990
Forks
238
Language
Python
License
MIT
Category
Last pushed
Jan 27, 2026
Commits (30d)
3
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