Teach a local AI what your camera sees and turn it into Home Assistant sensors — garage door open/closed, gate shut, car parked. 100% local, any CPU.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,035
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
VisionState gained 10 stars in the last 30 days, about 1 a day, and now has 109. It is about 1 year old and has averaged roughly 109 stars a year. It ranks #2,035 among Python repositories and #15,649 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4921
BEST RANK
Oct 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
VisionState has maintained a continuous presence across global trending indexes, peaking at #4921. Below is the 30-day activity profile:
💡 Overview
VisionState is an open-source project written in Python: Teach a local AI what your camera sees and turn it into Home Assistant sensors — garage door open/closed, gate shut, car parked. 100% local, any CPU.
Engineered for speed, consistency, and developer ease, it solves common hurdles in computer-vision, dinov2, frigate. 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 VisionState⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
VisionState 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 VisionState 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 VisionState using your package manager: `pip install VisionState`
Initialize your project workspace or configuration file for VisionState.
Import VisionState into your codebase or invoke it directly from your terminal.
Execute your test suite or run `VisionState --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
oleost/VisionState is currently ranked #15,649 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #15,595 | GhalebDweikat/winnow | Python | ★ 110 | Compare ↗ |
| #15,595 | NousResearch/hermes-plugin-claude-subscription-directsdk | Python | ★ 110 | Compare ↗ |
| #15,595 | shhivv/biome-s1 | Python | ★ 110 | Compare ↗ |
| #15,595 | Synpath-ai/synpath | Python | ★ 110 | Compare ↗ |
| #15,595 | wieslawsoltes/VB6 | JavaScript | ★ 110 | Compare ↗ |
| #15,649 | oleost/VisionState This Project | Python | ★ 109 | |
| #15,649 | telmich/gpm | C | ★ 109 | Compare ↗ |
| #15,649 | sjlombardo/acts_as_network | Ruby | ★ 109 | Compare ↗ |
| #15,649 | robbyrussell/shorturl | Ruby | ★ 109 | Compare ↗ |
| #15,649 | nicksieger/jsonpretty | Go | ★ 109 | Compare ↗ |
| #15,649 | vidageek/mirror | Java | ★ 109 | Compare ↗ |
Frequently Asked Questions
What does VisionState do? +
Teach a local AI what your camera sees and turn it into Home Assistant sensors — garage door open/closed, gate shut, car parked. 100% local, any CPU.
What language is VisionState written in? +
The primary language is Python. Topics include: computer-vision, dinov2, frigate, home-assistant, home-assistant-addon.
Is VisionState actively maintained? +
Yes, the last recorded push was on Oct 13, 2026 with 3 open issues being tracked.
How many stars does VisionState have? +
VisionState has 109 stars and 5 forks on GitHub.
How does VisionState rank among GitHub repositories? +
With 109 stars, oleost/VisionState is ranked #15,649 globally across all repositories tracked on GitHubRepo and #2,035 among Python projects.
What license is VisionState distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
