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NVR with realtime local object detection for IP cameras

ai camera google-coral home-assistant home-automation homeautomation mqtt nvr object-detection realtime rtsp tensorflow

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Hosted Weblate d508a8b5fe Translated using Weblate (Finnish) Currently translated at 3.5% (4 of 114 strings) Translated using Weblate (Finnish) Currently translated at 2.0% (1 of 48 strings) Translated using Weblate (Finnish) Currently translated at 1.6% (1 of 62 strings) Translated using Weblate (Finnish) Currently translated at 22.2% (2 of 9 strings) Translated using Weblate (Finnish) Currently translated at 0.8% (1 of 115 strings) Translated using Weblate (Finnish) Currently translated at 4.1% (1 of 24 strings) Translated using Weblate (Finnish) Currently translated at 12.5% (1 of 8 strings) Translated using Weblate (Finnish) Currently translated at 12.0% (3 of 25 strings) Translated using Weblate (Finnish) Currently translated at 50.0% (1 of 2 strings) Translated using Weblate (Finnish) Currently translated at 50.0% (1 of 2 strings) Co-authored-by: Hosted Weblate <hosted@weblate.org> Co-authored-by: Sampo Koskenohi <sampo.koskenohi@gmail.com> Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-icons/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-input/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-player/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-configeditor/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-events/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-explore/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-exports/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-facelibrary/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-search/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-system/fi/ Translation: Frigate NVR/components-icons Translation: Frigate NVR/components-input Translation: Frigate NVR/components-player Translation: Frigate NVR/views-configeditor Translation: Frigate NVR/views-events Translation: Frigate NVR/views-explore Translation: Frigate NVR/views-exports Translation: Frigate NVR/views-facelibrary Translation: Frigate NVR/views-search Translation: Frigate NVR/views-system		2025-05-30 21:34:51 -06:00
.cspell	Fixes (#18304 )	2025-05-19 14:43:22 -06:00
.devcontainer	Initial implementation of D-FINE model via ONNX (#16772 )	2025-02-24 08:56:01 -07:00
.github	Cleanup builds (#18372 )	2025-05-23 21:02:24 -05:00
.vscode	Fix vscode launch configuration (#13795 )	2024-09-17 10:42:10 -05:00
config	Improve the devcontainer experience (#3492 )	2022-11-20 07:34:12 -06:00
docker	Fix healthcheck on stopping (#18476 )	2025-05-29 20:58:31 -06:00
docs	Fixes (#18485 )	2025-05-30 21:32:22 -06:00
frigate	Fix healthcheck on stopping (#18476 )	2025-05-29 20:58:31 -06:00
migrations	Small tweaks (#17168 )	2025-03-15 07:11:45 -06:00
notebooks	Improve documentation for YOLO-NAS notebook (#18381 )	2025-05-24 09:42:32 -06:00
web	Translated using Weblate (Finnish)	2025-05-30 21:34:51 -06:00
.dockerignore	Improve the devcontainer experience (#3492 )	2022-11-20 07:34:12 -06:00
.gitignore	Removed usage of PyYAML for config parsing. (#13883 )	2024-09-22 10:56:57 -05:00
.pylintrc	use fstr log style	2021-02-25 07:01:59 -06:00
audio-labelmap.txt	Audio events (#6848 )	2023-07-01 08:18:33 -05:00
benchmark_motion.py	use a different method for blur and contrast to reduce CPU (#6940 )	2023-06-30 07:27:31 -05:00
benchmark.py	Improve async object detector support (#17712 )	2025-04-15 08:55:38 -05:00
CODEOWNERS	Initial support for Hailo-8L (#12431 )	2024-08-29 20:19:50 -06:00
cspell.json	Work through most of the cspell warnings in python (#13794 )	2024-09-17 10:41:46 -05:00
docker-compose.yml	Devcontainer: update Mosquitto from 1.6 to 2.0 (#17415 )	2025-03-27 10:33:49 -06:00
labelmap.txt	Cleanup Detector labelmap (#4932 )	2023-01-06 07:03:16 -06:00
LICENSE	switch to MIT license	2020-07-26 12:07:47 -05:00
Makefile	Update version	2025-02-08 12:47:01 -06:00
netlify.toml	Docs improvements (#8641 )	2023-11-18 08:04:43 -06:00
package-lock.json	Implement support for notifications (#12523 )	2024-08-29 20:19:50 -06:00
process_clip.py	Improve async object detector support (#17712 )	2025-04-15 08:55:38 -05:00
pyproject.toml	Fix various typing issues (#18187 )	2025-05-13 08:27:20 -06:00
README_CN.md	feat: document locale url (#18409 )	2025-05-28 06:10:45 -06:00
README.md	Small Tweaks (#17652 )	2025-04-11 08:21:01 -06:00

README.md

Frigate - NVR With Realtime Object Detection for IP Cameras

English

A complete and local NVR designed for Home Assistant with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras.

Use of a GPU or AI accelerator such as a Google Coral or Hailo is highly recommended. AI accelerators will outperform even the best CPUs with very little overhead.

Tight integration with Home Assistant via a custom component
Designed to minimize resource use and maximize performance by only looking for objects when and where it is necessary
Leverages multiprocessing heavily with an emphasis on realtime over processing every frame
Uses a very low overhead motion detection to determine where to run object detection
Object detection with TensorFlow runs in separate processes for maximum FPS
Communicates over MQTT for easy integration into other systems
Records video with retention settings based on detected objects
24/7 recording
Re-streaming via RTSP to reduce the number of connections to your camera
WebRTC & MSE support for low-latency live view

Documentation

View the documentation at https://docs.frigate.video

Donations

If you would like to make a donation to support development, please use Github Sponsors.

Screenshots

Live dashboard

Streamlined review workflow

Multi-camera scrubbing

Built-in mask and zone editor

Translations

We use Weblate to support language translations. Contributions are always welcome.