Alternatives

Universal Data Tool alternatives for AI agents.

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

Current skill

Universal Data Tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

74
Quality
86
Trust
2.1K
Stars
#1

Raster Vision

Similarity 131Trust 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
#2

Semi Supervised Learning

Similarity 130Trust 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
#3

DeepCamera

Similarity 129Trust 93Excellent 100

Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.

2.8K starsApr 21, 2026 pushrobotics-iotJavaScriptComputer Vision
$ npx skills add SharpAI/DeepCamera
#4

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
#5

Coco Annotator

Similarity 125Trust 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
#6

Datumaro

Similarity 125Trust 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
#7

Practical Machine Learning With Python

Similarity 124Trust 85Strong 74

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

2.4K starsMar 31, 2024 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add dipanjanS/practical-machine-learning-with-python
#8

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
#9

Koharu

Similarity 124Trust 93Excellent 100

ML-powered manga translator, written in Rust.

4.7K starsJun 15, 2026 pushrobotics-iotRustComputer Vision
$ npx skills add mayocream/koharu
#10

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
#11

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
#12

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
#13

Ml Course

Similarity 124Trust 92Excellent 100

Open Machine Learning course

3.5K starsMay 4, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add girafe-ai/ml-course
#14

Openvino Notebooks

Similarity 124Trust 93Excellent 100

📚 Jupyter notebook tutorials for OpenVINO™

3.2K starsJun 14, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add openvinotoolkit/openvino_notebooks
#15

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
#16

Covid Chestxray Dataset

Similarity 123Trust 79Strong 70

We are building an open database of COVID-19 cases with chest X-ray or CT images.

3.1K starsAug 18, 2022 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add ieee8023/covid-chestxray-dataset

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 Universal Data Tool 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.