open-edge-platform/dlstreamer
Deep Learning Streamer (DL Streamer) Pipeline Framework is an open-source streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines for the Cloud or at the Edge.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedlstreamer is dlstreamer is an open-source project written in C++: Deep Learning Streamer (DL Streamer) Pipeline Framework is an open-source streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines for the Cloud or at the Edge..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), open-edge-platform/dlstreamer has accumulated 650 GitHub stars and 213 forks. It is written in C++, licensed under MIT, and ranks #10,841 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | open-edge-platform/dlstreamer ↗ |
|---|---|
| Primary Category | gstreamer |
| Language & Stack | C++ |
| Software License | MIT |
| Community Traction | ★ 650 stars · ⑂ 213 forks · #10,841 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 37 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, dlstreamer is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 650 stars and 213 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+16
STARS · LAST 30 DAYS
1
PER DAY
#848
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +16 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +11 |
dlstreamer gained 16 stars in the last 30 days, about 1 a day, and now has 650. It is about 8 years old and has averaged roughly 81 stars a year. It ranks #848 among C++ repositories and #10,841 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#14006
BEST RANK
Nov 11, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dlstreamer has maintained a continuous presence across global trending indexes, peaking at #14006. Below is the 30-day activity profile:
💡 Overview
dlstreamer is an open-source project written in C++: Deep Learning Streamer (DL Streamer) Pipeline Framework is an open-source streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines for the Cloud or at the Edge.
Engineered for speed, consistency, and developer ease, it solves common hurdles in gstreamer, gstreamer-plugins, inference. 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 C++ 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
$ git clone https://github.com/open-edge-platform/dlstreamer.git
cd dlstreamer⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dlstreamer coordinates its core functionality through a modular C++ 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 dlstreamer into C++ 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 MIT license.
🚀 Getting Started
Install dlstreamer using your package manager: `git clone https://github.com/open-edge-platform/dlstreamer.git`
Initialize your project workspace or configuration file for dlstreamer.
Import dlstreamer into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dlstreamer --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
open-edge-platform/dlstreamer is currently ranked #10,841 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,832 | sebaslogen/resaca | Kotlin | ★ 651 | Compare ↗ |
| #10,832 | pumPCin/HMAL | Kotlin | ★ 651 | Compare ↗ |
| #10,832 | themidnightgospel/Imposter | C# | ★ 651 | Compare ↗ |
| #10,832 | qhkm/zeptoclaw | Rust | ★ 651 | Compare ↗ |
| #10,832 | moonbai-studio/tungsten-edge | Swift | ★ 651 | Compare ↗ |
| #10,841 | open-edge-platform/dlstreamer This Project | C++ | ★ 650 | |
| #10,841 | mjul/docjure | Clojure | ★ 650 | Compare ↗ |
| #10,841 | francoisjacquet/rosariosis | PHP | ★ 650 | Compare ↗ |
| #10,841 | editorconfig-checker/editorconfig-checker | Go | ★ 650 | Compare ↗ |
| #10,841 | smallnest/ringbuffer | Go | ★ 650 | Compare ↗ |
| #10,841 | cvut/qtrvsim | C++ | ★ 650 | Compare ↗ |
Frequently Asked Questions
What does dlstreamer do? +
Deep Learning Streamer (DL Streamer) Pipeline Framework is an open-source streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines for the Cloud or at the Edge.
Is dlstreamer actively maintained in 2026? +
Yes, dlstreamer is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 650 stars and 37 open issues.
What language is dlstreamer written in? +
The primary language is C++. Topics include: gstreamer, gstreamer-plugins, inference, intel, openvino.
How many stars does dlstreamer have? +
dlstreamer has 650 stars and 213 forks on GitHub.
How does dlstreamer rank among GitHub repositories? +
With 650 stars, open-edge-platform/dlstreamer is ranked #10,841 globally across all repositories tracked on GitHubRepo and #848 among C++ projects.
What license is dlstreamer distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
