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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Production-grade C++ edge AI engine for video analytics with visual pipeline orchestration, on-device VLM, and real-time OSD.
| Date | Stars |
|---|---|
| 2026-07-24 | 254 |
| 2026-07-25 | 269 |
| 2026-07-28 | 302 |
| 2026-07-30 | 326 |
| 2026-08-06 | 326 |
Today
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Momentum
15.0
growth rate 0.00%/day
<div align="center"> <img src="docs/assets/cosmoedge-logo.png" width="320" alt="CosmoEdge"> **C++ edge AI engine for production video analytics, visual pipeline orchestration, and on-device VLM workflows** [](https://github.com/cosmo-wander-ai/cosmo-edge/actions/workflows/nightly-build-test-sophon.yml) [](LICENSE) [](#c-native-runtime) [](#supported-platforms) [](https://github.com/cosmo-wander-ai/cosmo-edge/releases) [](#validation) [](#validation) [](https://www.cosmowander.ai/) [](https://www.cosmowander.ai/docs/) [](https://github.com/cosmo-wander-ai/cosmo-edge) [](https://gitee.com/cosmo-wander-ai/cosmo-edge) [Official Website](https://www.cosmowander.ai/) | [Online Docs](https://www.cosmowander.ai/docs/) | [Quick Start](#quick-start) | [Features](#key-features) | [Validation](#validation) | [Benchmarks](https://www.cosmowander.ai/docs/benchmarks/scenario-bench/v1.0/) | [Hardware](#cosmoedge-ready-devices) [English](README.md) | [简体中文](README.zh-CN.md) </div> --- <div align="center"> <https://github.com/user-attachments/assets/23a014a5-d753-432f-8de5-c750bc82d8e2> </div> *Run multiple AI pipelines with real-time OSD overlays and live event output on a single edge device.* CosmoEdge is a C++ edge AI engine for production video analytics. It takes teams from model files to running applications: import models, compose pipelines, connect video sources, view AI overlays in the browser, and send structured events over MQTT or HTTP. The C++17 runtime handles multi-channel video processing, hardware decoding, OSD rendering, and low-overhead edge deployment — the runtime, web console, and integration path needed to deploy, monitor, debug, and maintain edge AI applications in the field. ## What You Can Build - Multi-camera safety monitoring with real-time OSD and event snapshots. - Counting, line-crossing, and zone-intrusion analytics for people, vehicles, and objects. - On-device visual inspection driven by VLM prompts for quality and compliance checks. - Long-tail detection of rare or unlisted objects from a text prompt, with no task-specific training (GroundingDINO). Each runs as a managed edge deployment with model management, scenario tasks, alarm rules, and MQTT/HTTP data export. ## Key Features ### C++ Native Runtime CosmoEdge uses a C++17 runtime at its core. For edge video systems, decoding, inference scheduling, OSD rendering, event generation, and stream output must run continuously on resource-constrained devices. - Lower overhead for long-running multi-channel video workloads. - Direct integration with hardware decoding, NPU runtimes, memory pools, and streaming components. - Predictable CPU, memory, and thread behavior for appliance-style edge deployments. - One engine core across x86 developer mode and Sophon production deployments. ### Visual Pipeline Orchestration Build video AI workflows in a browser. Connect video sources, AI models,
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:87d1096057baefc4, topic:computer-vision
matched fp:87d1096057baefc4, topic:vlm