yeates/PromptFix

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1070 stars · 60 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

PromptFix is a PyTorch implementation of a diffusion-model-based image restoration model that follows natural language instructions to fix degraded photos. It supports tasks like colorization, dehazing, deblurring, object and watermark removal, and low-light enhancement, and includes pre-trained weights, training code, and a 1M+ sample dataset.

Use cases

• remove watermark from a photo with a text instruction
• deblur old blurry photos
• colorize black and white images
• enhance low-light photos
• remove unwanted objects from images
• dehaze outdoor photos
• train an instruction-based image restoration model

When to choose

• you need instruction-driven image restoration across many degradation types
• you want pre-trained weights and a large paired training dataset
• you need structure-preserving photo enhancement with a diffusion backbone

When to avoid

• you need real-time or on-device processing with limited GPU resources
• you only need a single fixed restoration task where a specialized model is simpler
• you cannot run diffusion inference locally

Facets

library · maturity active

image-processing machine-learning deep-learning computer-vision image-processing deep-learning artificial-intelligence python diffusion-models image-restoration instruction-following pytorch neurips-2024 photo-enhancement linux gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="yeates/PromptFix")