Alternatives

PMRF alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

PMRF

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

55
Quality
79
Trust
747
Stars
#1

Remove AI Watermarks

Similarity 129Trust 91Excellent 100

AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.

3.4K starsJun 14, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add wiltodelta/remove-ai-watermarks
#2

Custom Diffusion

Similarity 128Trust 91Excellent 99

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

2.0K starsMay 24, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add adobe-research/custom-diffusion
#3

Pruna

Similarity 128Trust 94Excellent 100

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

1.2K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add PrunaAI/pruna
#4

SDT

Similarity 124Trust 89Excellent 85

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)

1.4K starsJun 26, 2025 pushrobotics-iotPythonComputer Vision
$ npx skills add dailenson/SDT
#5

Colorization

Similarity 124Trust 85Strong 76

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

3.5K starsNov 27, 2023 pushrobotics-iotPythonComputer Vision
$ npx skills add richzhang/colorization
#6

IGAN

Similarity 123Trust 81Strong 76

Interactive Image Generation via Generative Adversarial Networks

4.0K starsAug 5, 2020 pushrobotics-iotPythonComputer Vision
$ npx skills add junyanz/iGAN
#7

PINTO Model Zoo

Similarity 122Trust 95Excellent 100

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

4.4K starsJun 7, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add PINTO0309/PINTO_model_zoo
#8

Interactive Deep Colorization

Similarity 122Trust 82Strong 75

Deep learning software for colorizing black and white images with a few clicks.

2.7K starsJul 29, 2022 pushrobotics-iotPythonComputer Vision
$ npx skills add junyanz/interactive-deep-colorization
#9

VLMEvalKit

Similarity 122Trust 95Excellent 100

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

4.2K starsJun 17, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add open-compass/VLMEvalKit
#10

Torchgeo

Similarity 122Trust 95Excellent 100

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

4.1K starsJun 18, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add torchgeo/torchgeo
#11

Scenic

Similarity 122Trust 93Excellent 100

Scenic: A Jax Library for Computer Vision Research and Beyond

3.8K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add google-research/scenic
#12

Lightly

Similarity 122Trust 93Excellent 100

A python library for self-supervised learning on images.

3.8K starsJun 17, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add lightly-ai/lightly
#13

Semantic Router

Similarity 122Trust 93Excellent 100

Superfast AI decision making and intelligent processing of multi-modal data.

3.6K starsMay 23, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add aurelio-labs/semantic-router
#14

Skyfall GS

Similarity 122Trust 82Strong 81

Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery

879 starsMar 18, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add jayin92/Skyfall-GS
#15

Anylabeling

Similarity 122Trust 93Excellent 100

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!!

3.4K starsApr 25, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add vietanhdev/anylabeling
#16

Habitat Lab

Similarity 121Trust 93Excellent 100

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

3.0K starsMay 7, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add facebookresearch/habitat-lab

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep PMRF if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.