YunKan (云瞰) — self-hosted, local-first NVR / VMS for home and small-business IP cameras, with on-device AI: motion, person / vehicle / face recognition / license plate (ALPR / LPR) / pose & fall / package / baby-cry detection. Your video stays on your LAN — nothing is uploaded to any vendor cloud. A privacy-first Frigate / Shinobi / ZoneMinder / Scrypted / Agent DVR / iSpy / MotionEye alternative — pre-bundled into a single container so there is no Mosquitto / database / reverse-proxy / model-download wiring to do by hand.

This is the TensorRT variant — the highest-throughput option for NVIDIA GPUs (≥6 GB VRAM recommended; ≥8 GB for many high-resolution cameras). On first start it builds inference engines optimized for your exact GPU — this takes a few extra minutes, one time only; the engines are cached on disk (inside the data directory) and reused across restarts and image updates, rebuilt only if you change the GPU. Pick this over "YunKan-CUDA" when you run many cameras / many AI features on one GPU and want the most headroom. Prefer a no-wait first start, or the engine build fails on an older GPU? Use "YunKan-CUDA" instead — same features, no engine build.

Prerequisites:

1. Install the "NVIDIA Driver" plugin in Unraid → reboot → nvidia-smi works on the host;
2. This template already sets --runtime=nvidia and the NVIDIA_* env vars — no extra config needed;
3. This is the largest of the four image variants, so the first pull will take a while.

No NVIDIA GPU? Install "YunKan" (CPU) or "YunKan-OpenVINO" (Intel iGPU). All four variants share the same ports — only one can run at a time.

Works with any RTSP or ONVIF camera — Reolink, Hikvision, Dahua, Amcrest, Annke, Uniview, EZVIZ, Foscam, Lorex, Anpviz, generic Chinese ONVIF, etc. Tapo, Wyze, Xiaomi, Eufy, Mi Home, Aqara, Imou and other proprietary-protocol cameras work via a go2rtc bridge. GB/T 28181 cameras & NVRs (Hikvision / Dahua / Uniview, etc.) register directly into YunKan — import individual channels, including many NVR channels in one batch.

Built in: 24/7 continuous recording + motion-event highlights, NVR-style multi-camera synced timeline playback, a Birdseye all-cameras overview, PTZ control with presets, virtual tripwires (line-crossing) for accurate entry/exit direction, customizable video-wall layouts, a built-in file manager for recordings & snapshots, a people library for face recognition, AI scene understanding that turns each event into a natural-language summary ("an elderly person fell in the living room" — no OpenAI / Gemini / Claude API keys, all inference on your own GPU), bilingual EN ↔ 中文, WebRTC (WHEP) sub-second live streaming with HLS fallback, two-way talkback (push-to-talk on supported ONVIF cameras), Apple Home (HomeKit) incl. HomeKit Secure Video — record motion clips to iCloud (Pro), Home Assistant integration via MQTT auto-discovery, Web admin + Android + iOS apps, optional off-site backup to 115 网盘 (115 Pan / 115 Cloud).

On first launch, open the WebUI to enter the Setup wizard.

Ports (hardcoded): 23406/tcp HTTP, 23880/tcp RTSP, 24214/tcp HLS + WebRTC (WHEP) signaling, 23515/udp+tcp WebRTC ICE media.

Keywords: NVR, VMS, CCTV, surveillance, security camera, RTSP, ONVIF, IP camera, TensorRT, TRT, CUDA, NVIDIA, GPU, NVDEC, RTX 3060, RTX 4060, RTX 4070, A2000, Tesla T4, motion detection, person detection, vehicle detection, face recognition, license plate recognition, ALPR, LPR, fall detection, pose detection, two-way audio, talkback, 24/7 recording, continuous recording, timeline playback, WebRTC, HLS, Home Assistant, MQTT, smart home, AI NVR, AI camera, AI scene understanding, natural language event summary, smart event description, on-device AI, edge AI, offline AI, no API key, no cloud, privacy, self-hosted, Frigate alternative, Shinobi alternative, ZoneMinder alternative, Scrypted alternative, Agent DVR alternative, iSpy alternative, MotionEye alternative, BlueIris alternative, Reolink, Hikvision, Dahua, Amcrest, Annke, Uniview, EZVIZ, Foscam, Lorex, Tapo, Wyze, Xiaomi, Eufy, Imou, Aqara, HomeKit, Apple Home, HomeKit Secure Video, HKSV, Siri, GB28181, GB/T 28181, birdseye, virtual tripwire, line crossing, entry exit detection, video wall, PTZ, pan tilt zoom, package detection, parcel detection, baby cry detection, people library, NVR playback, multi-channel playback, go2rtc, 云瞰, 摄像头, 监控, 显卡推理, AI 监控, 本地 AI, 自然语言.

Install the "NVIDIA Driver" plugin so `nvidia-smi` works on the host, otherwise the container can't find CUDA at startup. First start builds GPU-specific inference engines — give it a few extra minutes before adding cameras.