Alternatives

Mdistiller alternatives for AI agents.

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

Current skill

Mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

51
Quality
74
Trust
901
Stars
#1

Datumaro

Similarity 139Trust 84Excellent 86

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

680 starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add open-edge-platform/datumaro
#2

Glue Factory

Similarity 136Trust 92Excellent 100

Training library for local feature detection and matching

1.1K starsMay 27, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add cvg/glue-factory
#3

Torchgeo

Similarity 130Trust 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
#4

MonoScene

Similarity 130Trust 86Strong 80

[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image

810 starsMar 25, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add astra-vision/MonoScene
#5

Scenic

Similarity 130Trust 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
#6

Lightly

Similarity 130Trust 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
#7

Habitat Lab

Similarity 129Trust 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
#8

Raster Vision

Similarity 129Trust 95Excellent 100

An open source library and framework for deep learning on satellite and aerial imagery.

2.2K starsJun 4, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add azavea/raster-vision
#9

Cv Note

Similarity 129Trust 91Excellent 100

记录cv算法工程师的成长之路,分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

2.6K starsMay 10, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add harleyszhang/cv_note
#10

Lightly Train

Similarity 128Trust 94Excellent 100

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

1.6K starsJun 16, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add lightly-ai/lightly-train
#11

MulimgViewer

Similarity 128Trust 94Excellent 100

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

1.4K starsMay 27, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add nachifur/MulimgViewer
#12

Semi Supervised Learning

Similarity 128Trust 92Excellent 100

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

1.6K starsJun 6, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add microsoft/Semi-supervised-learning
#13

Robustness

Similarity 128Trust 82Strong 71

Corruption and Perturbation Robustness (ICLR 2019)

1.2K starsAug 24, 2022 pushrobotics-iotPythonComputer Vision
$ npx skills add hendrycks/robustness
#14

Gangealing

Similarity 128Trust 84Strong 70

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

1.0K starsOct 12, 2022 pushrobotics-iotPythonComputer Vision
$ npx skills add wpeebles/gangealing
#15

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
#16

Ml Cvnets

Similarity 128Trust 79Promising 68

CVNets: A library for training computer vision networks

2.0K starsOct 30, 2023 pushrobotics-iotPythonComputer Vision
$ npx skills add apple/ml-cvnets

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 Mdistiller 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.