open-edge-platform/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
⚡ Executive Summary & Quick Facts
Authoritative Sourceanomalib is anomalib is an open-source project written in Python: An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), open-edge-platform/anomalib has accumulated 6,266 GitHub stars and 1,006 forks. It is written in Python, licensed under Apache-2.0, and ranks #2,171 globally. It is actively maintained with the latest commit recorded on Oct 20, 2026.”
| Repository | open-edge-platform/anomalib ↗ |
|---|---|
| Primary Category | anomaly detection |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 6.3K stars · ⑂ 1K forks · #2,171 globally |
| Maintenance | ● Active (Last commit: Oct 20, 2026) · 77 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 100/100 · Grade A+Yes, anomalib is actively maintained. Continuous telemetry recorded the last code commit on Oct 20, 2026 (10 days ago). Supported by 6,266 stars and 1,006 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+157
STARS · LAST 30 DAYS
5
PER DAY
#343
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +157 | +450 |
| Per day | 1 | 5 | 5 |
| Forks gained | +0 | +20 | +50 |
anomalib gained 157 stars in the last 30 days, about 5 a day, and now has 6.3K. It is about 5 years old and has averaged roughly 1.3K stars a year. It ranks #343 among Python repositories and #2,171 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#5756
BEST RANK
Oct 20, 2026
FIRST APPEARANCE
Active
STATUS TODAY
anomalib has maintained a continuous presence across global trending indexes, peaking at #5756. Below is the 30-day activity profile:
💡 Overview
anomalib is an open-source project written in Python: An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Engineered for speed, consistency, and developer ease, it solves common hurdles in anomaly-detection, anomaly-localization, anomaly-segmentation. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install anomalib⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
anomalib coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed anomalib into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install anomalib using your package manager: `pip install anomalib`
Initialize your project workspace or configuration file for anomalib.
Import anomalib into your codebase or invoke it directly from your terminal.
Execute your test suite or run `anomalib --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
open-edge-platform/anomalib is currently ranked #2,171 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,166 | cue-lang/cue | Go | ★ 6.3K | Compare ↗ |
| #2,167 | pixlcore/xyops | JavaScript | ★ 6.3K | Compare ↗ |
| #2,167 | amagine-ai/Amagine3D | Python | ★ 6.3K | Compare ↗ |
| #2,169 | sebastianbergmann/object-reflector | PHP | ★ 6.3K | Compare ↗ |
| #2,170 | MessageKit/MessageKit | Swift | ★ 6.3K | Compare ↗ |
| #2,171 | open-edge-platform/anomalib This Project | Python | ★ 6.3K | |
| #2,172 | apache/fesod | Java | ★ 6.3K | Compare ↗ |
| #2,173 | Q00/ouroboros | Python | ★ 6.3K | Compare ↗ |
| #2,174 | sourcegit-scm/sourcegit | C# | ★ 6.3K | Compare ↗ |
| #2,175 | vale-cli/vale | Go | ★ 6.3K | Compare ↗ |
| #2,176 | pierrecomputer/pierre | TypeScript | ★ 6.2K | Compare ↗ |
Frequently Asked Questions
What does anomalib do? +
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Is anomalib actively maintained in 2026? +
Yes, anomalib is actively maintained. The latest code push was recorded on Oct 20, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 6,266 stars and 77 open issues.
What language is anomalib written in? +
The primary language is Python. Topics include: anomaly-detection, anomaly-localization, anomaly-segmentation, geti, neural-network-compression.
How many stars does anomalib have? +
anomalib has 6,266 stars and 1,006 forks on GitHub.
How does anomalib rank among GitHub repositories? +
With 6,266 stars, open-edge-platform/anomalib is ranked #2,171 globally across all repositories tracked on GitHubRepo and #343 among Python projects.
What license is anomalib distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
