Alternatives

InstructIR alternatives for AI agents.

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

Current skill

InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

55
Quality
79
Trust
735
Stars
#1

GIMP ML

Similarity 131Trust 84Strong 72

AI for GNU Image Manipulation Program

1.6K starsOct 12, 2024 pushrobotics-iotPythonComputer Vision
$ npx skills add kritiksoman/GIMP-ML
#2

Ml Course

Similarity 130Trust 92Excellent 100

Open Machine Learning course

3.5K starsMay 4, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add girafe-ai/ml-course
#3

Openvino Notebooks

Similarity 130Trust 93Excellent 100

📚 Jupyter notebook tutorials for OpenVINO™

3.2K starsJun 14, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add openvinotoolkit/openvino_notebooks
#4

Mish

Similarity 128Trust 94Excellent 100

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

1.3K starsJun 13, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add digantamisra98/Mish
#5

Tapnet

Similarity 128Trust 91Excellent 98

Tracking Any Point (TAP)

1.9K starsMar 30, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add google-deepmind/tapnet
#6

CVprojects

Similarity 126Trust 86Excellent 91

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

2.6K starsDec 26, 2025 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add enpeizhao/CVprojects
#7

Objectron

Similarity 126Trust 88Excellent 90

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

2.3K starsMar 6, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add google-research-datasets/Objectron
#8

DPED

Similarity 125Trust 86Strong 81

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

1.7K starsAug 23, 2025 pushrobotics-iotPythonComputer Vision
$ npx skills add aiff22/DPED
#9

AI Engineer Headquarters

Similarity 125Trust 86Strong 84

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

3.7K starsNov 7, 2025 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add hemansnation/AI-Engineer-Headquarters
#10

D2l Pytorch

Similarity 124Trust 87Strong 77

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

4.4K starsJul 25, 2024 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add dsgiitr/d2l-pytorch
#11

Torchgeo

Similarity 124Trust 95Excellent 100

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

4.1K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add torchgeo/torchgeo
#12

Koharu

Similarity 124Trust 93Excellent 100

ML-powered manga translator, written in Rust.

4.7K starsJun 17, 2026 pushrobotics-iotRustComputer Vision
$ npx skills add mayocream/koharu
#13

Maths Cs AI Compendium

Similarity 124Trust 93Excellent 100

Become a cracked AI/ML Research Engineer

4.5K starsJun 14, 2026 pushrobotics-iotTypeScriptComputer Vision
$ npx skills add HenryNdubuaku/maths-cs-ai-compendium
#14

Scenic

Similarity 124Trust 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
#15

Lightly

Similarity 124Trust 93Excellent 100

A python library for self-supervised learning on images.

3.8K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add lightly-ai/lightly
#16

Habitat Lab

Similarity 123Trust 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 InstructIR 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.