Upscaling Python Packages

local-upscaler

Free, private photo editor that runs on your own machine: AI upscale, colorize, remove backgrounds and objects, color & light, film effects, sharpen, depth-of-field blur, crop, watermark, strip GPS metadata, size budgets, video, PDF, Steam tiles, and batch a folder with saved recipes.

linux-rt-upscaler

A real-time SRCNN upscaler for any X-Window.

mlx-gen

Generative image and video runtimes for Apple Silicon (MLX): text/image-to-image, instruction editing, masked edit, text/image/reference-to-video, video editing, and restoration.

fat-llama

fat_llama is a Python package for upscaling audio files to FLAC or WAV formats using advanced audio processing techniques. It utilizes CUDA-accelerated calculations to enhance audio quality by upsampling and adding missing frequencies through FFT, resulting in richer and more detailed audio.

dgenerate

dgenerate is a scriptable command line tool (and library) for generating images and animation sequences using stable diffusion and related techniques, with an accompanying GUI scripting environment.

dlss5-enabler

Transactional cross-platform installer for DLSS5-Feeder, RenoDX, ReShade, and LumeniteFX

scalenx

Scale2x, Scale3x, Scale2xSFX and Scale3xSFX scaling of pixel art and low-resolution scans for OCR

wallpaper-frame-picker

Find the sharpest frame of every shot in a video and export it as a full-resolution wallpaper, with optional AI upscaling.

runapi-topaz

RunAPI Topaz SDK for image and video upscaling workflows in JavaScript, Python, Ruby, Go, Java, and PHP

vsgan

PyTorch-based Super-Resolution and Restoration Image Processing Module for VapourSynth

scalerack

Unified image upscaling and downscaling algorithms, from classical resampling to reconstruction and perceptual scaling methods.

onnx-web

web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

imageupscaler

ImageUpscaler is a tool for upscaling and enhancing images using various techniques, including Real-ESRGAN for resolution enhancement. It supports contrast and color adjustments, sharpening, and upscaling of images.

statescale

A Python package for snapshot-driven upscaling of high-dimensional simulation states along arbitrary parameter or signal paths.