#1
We write your reusable computer vision tools. 💜
44K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add roboflow/supervisionAlternatives
Exclusively Dark Image Dataset alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Exclusively Dark Image Dataset
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
75
Quality
81
Trust
632
Stars
#2
🐍 Geometric Computer Vision Library for Spatial AI
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$ npx skills add kornia/kornia#3
12 Weeks, 24 Lessons, AI for All!
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$ npx skills add microsoft/AI-For-Beginners#4
Cross-platform, customizable ML solutions for live and streaming media.
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🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
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$ npx skills add huggingface/datasets#6
Ultralytics YOLO 🚀
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$ npx skills add ultralytics/ultralytics#7
A toolkit for making real world machine learning and data analysis applications in C++
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$ npx skills add davisking/dlib#8
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
13K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add jacobgil/pytorch-grad-cam#9
Low-code framework for building custom LLMs, neural networks, and other AI models
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$ npx skills add ludwig-ai/ludwig#10
Fast and Accurate ML in 3 Lines of Code
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$ npx skills add autogluon/autogluon#11
Techniques for deep learning with satellite & aerial imagery
10K starsJun 7, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add satellite-image-deep-learning/techniques#12
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
9.5K starsMay 21, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add roboflow/notebooks#13
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
162K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/transformers#14
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ray-project/ray#15
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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$ npx skills add deepspeedai/DeepSpeed#16
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
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$ npx skills add Lightning-AI/pytorch-lightningHow 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 Exclusively Dark Image Dataset if it already passes your workflow test and repository review.
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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.