Alternatives

Fashion Mnist alternatives for AI agents.

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

Current skill

Fashion Mnist

A MNIST-like fashion product database. Benchmark :point_down:

83
Quality
83
Trust
13K
Stars
#1

Techniques

Similarity 142Trust 95Excellent 100

Techniques for deep learning with satellite & aerial imagery

10K starsJun 7, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add satellite-image-deep-learning/techniques
#2

Supervision

Similarity 142Trust 95Excellent 100

We write your reusable computer vision tools. 💜

44K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add roboflow/supervision
#3

Datasets

Similarity 142Trust 98Excellent 100

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

22K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/datasets
#4

Ultralytics

Similarity 141Trust 92Excellent 100

Ultralytics YOLO 🚀

58K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ultralytics/ultralytics
#5

Pytorch Grad Cam

Similarity 141Trust 98Excellent 100

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
#6

Ludwig

Similarity 141Trust 98Excellent 100

Low-code framework for building custom LLMs, neural networks, and other AI models

12K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add ludwig-ai/ludwig
#7

Kornia

Similarity 140Trust 95Excellent 100

🐍 Geometric Computer Vision Library for Spatial AI

11K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add kornia/kornia
#8

Autogluon

Similarity 140Trust 95Excellent 100

Fast and Accurate ML in 3 Lines of Code

10K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add autogluon/autogluon
#9

Sahi

Similarity 139Trust 96Excellent 100

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

5.3K starsJun 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add obss/sahi
#10

Nerfstudio

Similarity 138Trust 90Excellent 96

A collaboration friendly studio for NeRFs

12K starsJul 29, 2025 pushml-automationPythonMachine Learning
$ npx skills add nerfstudio-project/nerfstudio
#11

D2l Zh

Similarity 138Trust 88Excellent 89

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

78K starsJul 30, 2024 pushml-automationPythonMachine Learning
$ npx skills add d2l-ai/d2l-zh
#12

Ml Road

Similarity 138Trust 92Excellent 100

Machine Learning and Agentic AI Resources, Practice and Research

4.8K starsApr 20, 2026 pushml-automationPythonMachine Learning
$ npx skills add yanshengjia/ml-road
#13

Deep Person Reid

Similarity 137Trust 90Excellent 98

Torchreid: Deep learning person re-identification in PyTorch.

4.8K starsJan 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add KaiyangZhou/deep-person-reid
#14

Pytorch Metric Learning

Similarity 137Trust 91Excellent 91

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

6.3K starsAug 17, 2025 pushml-automationPythonMachine Learning
$ npx skills add KevinMusgrave/pytorch-metric-learning
#15

D2l En

Similarity 136Trust 86Strong 81

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

29K starsAug 18, 2024 pushml-automationPythonMachine Learning
$ npx skills add d2l-ai/d2l-en
#16

AI For Beginners

Similarity 136Trust 96Excellent 100

12 Weeks, 24 Lessons, AI for All!

48K starsJun 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/AI-For-Beginners

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 Fashion Mnist 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.