Alternatives

Datumaro alternatives for AI agents.

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

Current skill

Datumaro

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

86
Quality
84
Trust
680
Stars
#1

Torchgeo

Similarity 138Trust 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
#2

Training Extensions

Similarity 136Trust 93Excellent 100

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

1.2K starsJun 16, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add open-edge-platform/training_extensions
#3

Coco Annotator

Similarity 133Trust 87Strong 74

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

2.3K starsJan 30, 2025 pushrobotics-iotVueComputer Vision
$ npx skills add jsbroks/coco-annotator
#4

Mdistiller

Similarity 130Trust 74Needs review 51

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

901 starsNov 5, 2023 pushrobotics-iotPythonComputer Vision
$ npx skills add megvii-research/mdistiller
#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

Objectron

Similarity 128Trust 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
#13

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
#14

Robustness

Similarity 128Trust 82Strong 71

Corruption and Perturbation Robustness (ICLR 2019)

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