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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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Co-authored-by: Gatis <gatisagnese@gmail.com> Co-authored-by: Hosted Weblate <hosted@weblate.org> Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/audio/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/common/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/common/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-auth/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-camera/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-dialog/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-filter/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-icons/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-input/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-player/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/objects/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-classificationmodel/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-configeditor/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-events/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-explore/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-exports/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-facelibrary/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-live/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-recording/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-search/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-settings/lv/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-system/lv/ Translation: Frigate NVR/audio Translation: Frigate NVR/common Translation: Frigate NVR/components-auth Translation: Frigate NVR/components-camera Translation: Frigate NVR/components-dialog Translation: Frigate NVR/components-filter Translation: Frigate NVR/components-icons Translation: Frigate NVR/components-input Translation: Frigate NVR/components-player Translation: Frigate NVR/objects Translation: Frigate NVR/views-classificationmodel 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-live Translation: Frigate NVR/views-recording Translation: Frigate NVR/views-search Translation: Frigate NVR/views-settings Translation: Frigate NVR/views-system		2025-12-26 08:44:19 -06:00
.cspell	Miscellaneous Fixes (#21241 )	2025-12-12 07:45:03 -06:00
.cursor/rules	Implement Wizard for Creating Classification Models (#20622 )	2025-10-23 13:27:28 -06:00
.devcontainer	Initial implementation of D-FINE model via ONNX (#16772 )	2025-02-24 08:56:01 -07:00
.github	Align node versions used in GHA PR workflow (#21302 )	2025-12-16 20:28:35 -07:00
.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	Miscellaneous fixes (0.17 beta) (#21350 )	2025-12-18 15:12:10 -07:00
docs	Miscellaneous Fixes (0.17 beta) (#21396 )	2025-12-24 08:03:09 -06:00
frigate	Miscellaneous Fixes (0.17 beta) (#21396 )	2025-12-24 08:03:09 -06:00
migrations	Update peewee-migrate to 0.14.x (#21243 )	2025-12-13 07:13:04 -07:00
notebooks	Update YOLO_NAS_Pretrained_Export.ipynb (#19669 )	2025-08-20 14:59:43 -05:00
web	Translated using Weblate (Latvian)	2025-12-26 08:44:19 -06:00
.dockerignore	Improve the devcontainer experience (#3492 )	2022-11-20 07:34:12 -06:00
.gitignore	chore: i18n use cache key (#20885 )	2025-11-14 09:36:46 -06:00
.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	Fix go2rtc init (#18708 )	2025-08-16 10:20:33 -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
generate_config_translations.py	Add script to generate english config translation file from config (#20301 )	2025-10-01 07:39:43 -05:00
labelmap.txt	Cleanup Detector labelmap (#4932 )	2023-01-06 07:03:16 -06:00
LICENSE	clarify trademark and license interaction (#21019 )	2025-11-23 08:42:48 -07:00
Makefile	chore: i18n use cache key (#20885 )	2025-11-14 09:36:46 -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	classification i18n fix (#21331 )	2025-12-17 15:26:11 -07:00
README.md	clarify trademark and license interaction (#21019 )	2025-11-23 08:42:48 -07:00
TRADEMARK.md	clarify trademark and license interaction (#21019 )	2025-11-23 08:42:48 -07:00

README.md

Frigate NVR™ - 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 is highly recommended. AI accelerators will outperform even the best CPUs with very little overhead. See Frigate's supported object detectors.

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.

License

This project is licensed under the MIT License.

Code: The source code, configuration files, and documentation in this repository are available under the MIT License. You are free to use, modify, and distribute the code as long as you include the original copyright notice.
Trademarks: The "Frigate" name, the "Frigate NVR" brand, and the Frigate logo are trademarks of Frigate LLC and are not covered by the MIT License.

Please see our Trademark Policy for details on acceptable use of our brand assets.

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.