Frigate vs deepstack 6ms (night) ~60W Setup2: Frigate version: 0. It also uses Deepstack for hardware accelerated neural networks, which also seems to be more general than the Google Corals (not sure about that). 40 port: 1883 username: !secret mqtt_username password: !secret mqtt_password client_id: doubletake topics: # mqtt topic for frigate message subscription frigate: frigate/events # mqtt topic for home assistant discovery subscription homeassistant Mar 17, 2021 · Double Take is a proxy between Frigate and any of the facial detection projects listed above. It is generally recommended to trigger notifications based on the frigate/reviews mqtt topic. What I am not able to setup is double-take to help on face recognition incl training Even a simple config results errors: config: mqtt: host: homeassistant. Volgens mij (twijfel twijfel) gebruik je de TPU alleen voor objectdetectie. Also you can go to their discussing board if you find any bugs or have a feature request. I also no longer get all the false positives deepstack spat out. Feb 3, 2021 · 本帖最后由 guitengyue 于 2022-11-24 00:10 编辑 受坛友指引，发现了deepstack这个本地的图像识别系统，于是倒腾了一下子，感觉还是可以玩一下的；第一，系统是永久免费；第二，所有的数据都是本地的，识别速度也还可以，基本在0. ai in the context of Frigate for enhanced AI performance. You probably want some sort of separate NVR so that you have a 24/7 recording as you never know when that will be useful. AI, CompreFace, Deepstack and others. The Frigate server is doing 24/7 recording and object recognition on all cameras. Deepstack just runs, you ONLY work within Double Take. 264 video and AAC audio will offer the most compatibility with all features of Frigate and Home Assistant. mais ça a le mérite de tourner Par contre sache qu’ici il y a des personnes qui seront a même de t’aider si le besoin s’en fait ressentir frigate vs viseron DeepCamera vs thinc frigate vs motioneye DeepCamera vs DeepStack frigate vs Shinobi DeepCamera vs insightface Civic Auth - Auth in Less Than 5 Minutes Civic Auth comes with multiple SSO options, optional embedded wallets, and user management — all implemented with just a few lines of code. Ultimately, if you are comfortable using YAML configuration files and have a system already running Docker, Frigate is a great option. NUC is at about 25% - 40% cpu usage depending on how much stuff it sees. Posts with mentions or reviews of compose-transmission-wireguard. ¿Puedo recibir notificaciones en Home Assistant utilizando Double Take? Oct 2, 2024 · just confirming that these detectors (deepstack, facebox or compreface) are dead and actually really awful, unusable. I'm running frigate with 4 cameras on an older i3 mini-pc that I bought used for the same cost as a new pi4. edgetpu-yolo Minimal-dependency Yolov5 and Yolov8 export and inference demonstration for the Google Coral EdgeTPU (by jveitchmichaelis) Posts with mentions or reviews of frigate. nextcloud Ansible playbook to install nextcloud, php, nginx or apache, mariadb or postgres, redis-server, onlyoffice or collabora office (by ReinerNippes) Nov 29, 2021 · It uses DeepStack as the AI engine. box port: 1883 user: mqtt password: 'myPW' client_id Frigate and deepstack run on jetson + coral, as jetson has a hardware video decoder for frigate, and gpu for deepstack. Does double-take work on top of Frigate's object detection? My understanding is that Frigate does its thing, detecting objects, and when it detects an object of the "person" kind this is forwarded to Deepstack (or whatever) for facial detection. H. Reload to refresh your session. These images are May 5, 2025 · From that perspective, using a tool like Frigate will most likely be a better Blue Iris alternative than Synology Surveillance Station. 0-f8153bd Installation type : Docker Base OS: Debian 12 Hardware: Intel i5 4460 (iGPU+Coral) (30W idle) Model: spaghettinet_edgetpu_l_compiled Cameras: 9x 1280x720 @10-15fps Labels: person, car Inferece speed: 8. I've got 4 outdoor cameras installed now with two more to put up and I'm shopping for doorbell cams with rtsp. readthedocs. NVR with realtime local object detection for IP cameras (by blakeblackshear) Aug 31, 2021 · Deepstack works, but detection accuracy & speed is much worse compared to Darknet, though GPU version of Deepstack loads CPU less and thus looks more attractive in terms of resource-intensiveness. CodeProject. I hate when Frigate "fail in silence" i. cc/ their docs were migrated to https://deepstack. En mi experiencia, ComproFace ha demostrado un rendimiento superior en términos de detección facial. I've got a whole video series on camera stuff if you are interested. frigate. i don't use custom models honestly as i never really dug into it but probably should. With everything set up correctly, six camera streams of 1080p might see about 5-8% CPU usage. However, it looks like it’s pretty hard trying to find a Coral AI TPU that isn’t double the price right now or easily available from the standard resellers/retailers. Dec 11, 2022 · Hello je suis pas informaticien un peu geek certes il y a plein de trucs/notions que je ne connais pas. Discover the cutting-edge technologies transforming facial recognition accuracy and security with Double-Take, Deepstack, Frigate, and CompreFace. EdgeTPU literally sucks… It detects objects (in my case - People) when they pose & stand still in order to look as an ideal model. Chrome 108+, Safari and Edge are the only browsers able to play H. In short, do you have any suggestions on how I could enable Local person detection Cameras configured to output H. Feb 7, 2025 · The integration of Deepstack and CodeProject. Still, for some users it works quite well after setting up some min / max A rest sensor is set up for each camera. jpg for facial recognition snapshot: 6 # process frigate images from frigate/+/person/snapshot topics mqtt: true # add a delay expressed in seconds between each detection loop Jan 24, 2023 · 5. I'm using only computer (HP tiny with i5 6th generation CPU) resources. => A voir si c’est un critères pour toi. Compare features, pricing, and user experiences. May 5, 2025 · A collection of in-depth tutorials, comparisons, and reviews on surveillance-related operating systems, like Blue Iris, Frigate, and more — all based on real-world usage. Facial recognition is only as good as the training data provided. The dahua cams themselves have basically perfect Human/Vehicle detection, with literally 0 false positives in the last 3 months. 安装 Jan 15, 2024 · I appear to have resolved my issue. It can dramatically reduce the incidents of picture false alarms. Mac and regular windows users my experience performance issues. I weighed ZM vs iSpy for quite a while, and chose iSpy. Sep 3, 2021 · I just setup CompreFace, it’s so much better than DeepStack, processing is much quicker and accuracy is well above that of DeepStack, as such I’m planning to moving a lot of my automation over to use it. Mar 17, 2022 · Bonjour à tous, J’utilise homeassistant (HASSOS) sur RPI3 (pas 3B) depuis 1 an ou 2, avec excessivement peu de matériel, essentiellement dans le but de faire des tests avant un déménagement dans une nouvelle maison. Now my frigate with codeproject:ai is generating events. It has taken the "homelab"/selfhosted world by storm & utterly dominates. It works with deepstack, compreface, facebox, and rekognition. But compreface is much more accurate than deepstack. I've got these high level items so far: Reolink NVR has PoE ports in it The DeepStack ecosystem includes a number of popular integrations and libraries built to expand the functionalities of the AI engine to serve IoT, industrial, monitoring and research applications. 8. AI object detection capabilities into Frigate. Sponsored by Trae - Enjoy coding with the most advanced models at Zero cost I'm gonna say Nay right now because Blue Iris doesn't have support for AV1 transcoding which the ARC gpus excel at, and DeepStack can't use non-nvidia GPUs as far as I know. Apr 12, 2024 · Bonjour, Ayant pas mal erré pour faire bien fonctionner Frigate de A à Z et ayant bénéficié de beaucoup d’aide des forums (en particulier celui-ci) je me suis dit que j’allais mettre au propre toutes les étapes qui, au final, ont fait que ça a fini par marcher, et même bien marcher. You signed out in another tab or window. Cameras could be built using a single board computer (like the Raspberry Pi Zero, but there are better and cheaper options) plus a USB camera module, and the necessary firmware that could well be just a simple script invoking ffmpeg or similar streaming software; all Open Source. Open source, works great, & by far some of the most sophisticated detection/triggering schemes one can acquire, period. The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. The last one was on 2022-12-27. I have Frigate running in a Docker container (integrated with Home Assistant). 265 has better compression, but less compatibility. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. 用例Frigate订阅Double Take Unified API，可通过DeepStack，CompreFace或Facebox来处理和训练图像以进行面部识别。 用例Frigate订阅Frigate的MQTT事件主题，并处理事件中的图像以进行分析。 收到Frigate事件后，API将开始处理Frigate API的snapshot. have been using deepstack for years. An instance of Frigate. 265 and only support a limited number of H. jpg图像。 这些图像从API传递 A complete and local NVR designed for Home Assistant with AI object detection. Dec 2, 2022 · I am creating this poll to help users decide if they should switch from DeepStack to CodeProject. Feb 10, 2021 · image_processing: - platform: deepstack_face # deepstack的ip地址 ip_address: 192. jpg images from Frigate's API. But so far it seems to be solid. Double Take is a proxy between Frigate and any of the facial detection projects listed above. AI Server detector for Frigate allows you to integrate Deepstack and CodeProject. At one point in my Frigate journey, I decided to move the whole setup from my Home Assistant Blue to a VirtualBox Ubuntu VM on my main Windows computer. So that's now running Home Assistant, DoubtTake,CompreFace, and Facebox. homebridge-unifi-protect :video_camera: Complete HomeKit integration for all UniFi Protect device types with full support for most features including HomeKit Secure Video, and more. Awesome info! I’ve been flip flopping from Zoneminder + deepstack, then shinobi, then Zoneminder docker by dlandon (using GPU) - had a SQL issue so tried Shinobi with tensorflow plugin (not as easy to grab the video), and now back to dlandon’s Zoneminder docker using YOLOv4 utilizing GPU. Posts with mentions or reviews of frigate. I am using a NUC6i7kyk which is running frigate and the coral usb. Apr 20, 2023 · Add free ALPR (automated license plate recognition), facial recognition, and general computer vision object detection to Blue Iris using the free and open so Frigate doesn't do facial recognition. The best way to get started with notifications for Frigate is to use the Blueprint. e. A MQTT broker. video/ Learn how Double Take, Deepstack, Frigate, and CompreFace work together to streamline facial recognition technology and enhance security and automation in your home. -p 80:5000 This makes DeepStack accessible via port 80 of the machine. I run mine in Unraid as a docker You will need to expose your cameras to Frigate. Aug 16, 2024 · Double Take 是一个训练和识别人脸的工具，支持对 Frigate 中检测到的人物对象进行人脸识别，可以用于统计监控中出现的人物信息。不过经过测试，只适用于门禁、闸机等有清晰人脸的场景，日常的监控因安装位置、角度等原因无法提供清晰的人脸，因此识别的准确度和有效性并不高 Double Take … There are plenty of guides that suggest deepstack for that second trainable AI model but it looks to be dead. Jan 15, 2024 · I appear to have resolved my issue. Many have said CodeProject is faster, but in my case if it goes from 100ms to 60ms, so what. I was working through trying to setup double-take with deepstack Compare homebridge-unifi-protect vs frigate and see what are their differences. So, I wanted to try the CPAI model instead of the Frigate base model (Frigate+ model doesn't have all the objects I need yet). An automation for each camera fires on motion detection in Frigate. Why? The Deepstack / CodeProject. Finally, in the Record tab, change the Video to Continuous + Triggers or Continuous + Alerts and select OK. 12 # deepstack的端口 port: 5000 # deepstack的密码，上面docker启动没有设置 #api_key: mysecretkey # timeout: 5 # 是否只检测人脸，设为True为检测人脸识别，不然只检测是否有人脸 detect_only: False # 检测的图片 We've covered how to do Face Recognition inside of Home Assistant in the past with Frigate and Deepstack, but now with Double Take, that process is even easi Frigate recording isn't like traditional nvr. . This setup allows you to leverage the strengths of both platforms, providing a robust solution for real-time object detection and tracking. Compare nextcloud vs frigate and see what are their differences. It forces the related rest sensor to update, so the call is made to DOODS2, scanning a single frame from that camera. Get access to custom models designed specifically for Frigate with Frigate+. 9. The framework for autonomous intelligence Design intelligent agents that execute multi-step processes autonomously. 1s-2s之内，不过对docker的宿主cpu有点要求第一步： 部署deepstack No one has mentioned Frigate. Reply reply legendary_footy Jun 21, 2022 · Wondering if Frigate does a better job than deepstack? R. DeepStack y ComproFace son dos detectores de imágenes utilizados en Double Take. AI. I want to call DeepStack whenever needed. Deepstack is used by DoubleTake to train the facial recognition. deepstack died on me once again and i finally tested the latest version 2. Mar 7, 2023 · Hello, I was wondering if anyone has tried all of these: Frigate vs Doods vs BlueIris vs Deepstack with Google Coral for object detection and could give us a summary of Pros / Cons for each of them ? I have mentioned the development of that package but never tried to get it working, no. I prefer the traditional way. Please post your likes and dislikes, your posts will help improve CodeProject. Ideally, cameras should be configured directly for the desired resolutions and Dec 2, 2022 · I finally made the switch to code project. Face Registration¶ The face registration endpoint allows you to register pictures of person and associate it with a userid. I want to move away from my Deepstack setup in Blue Iris, and instead move over to Frigate. So the next step for me is setting up facial recognition since Frigate doesn't natively do this. HA and doubletake run on another ARM sbc along with photoprism for my photos which has CPU face recognition, so I used that to get training pics for family. jpg images from Frigate’s API. fritz. I installed CPAI easily, commented out my Coral TPU from the Frigate config, added the "Deepstack" object detector language instead, restarted both containers, and Frigate webgui shows errors for about 90% of the cameras. One big problem for me is that it's pretty much impossible to get Google Coral hardware accelerators right now, while getting the hardware for Deepstack should still be possible (altough expensive, I I currently run zoneminder but I struggled to get reliable notifications and now I'm just garbage at setting up zones. They detect my wife as me etc. Ik heb deepstack op een andere pc staan, omdat mijn Frigate pc'tje geen AVX CPU extentions heeft, wat Deepstack wel nodig heeft, net als Compreface. DeepStack only analyzed the latest motion image sent by the camera. I have a separate host feeding blue iris feeds into the NUC. The coral-pi-rest-server is a deepstack-like API wrapper for a coral device so Blue Iris doesn't need to know anything about the coral. You can use code project ai instead of deep stack. Compare frigate vs bi-aidetection and see what are their differences. io/en/latest on February but there looks to be no more activity since then. This is because my cameras are hard-wired to a totally different network that only BI can access (via another NIC). You can use the yaml generated from the Blueprint as a starting point and customize from there. ai) I have been using Frigate as my daily driver NVR for quite a while now. However Double Take is not creating a sensor for each person it detects, it is only creating sensors for my camera’s and Unknown people. txt file. I have seen there are different programs to accomplish this task like CodeProject. What I'd like to do is make it so that instead of what looks like a camera processing an image from Frigate to DoubleTake every 10 seconds (per camera); I'd like to bump that up to maybe 30 or 45 seconds for the facial recognition. Mais tant bien que mal j’arrive a faire tourner tout cela. Now that I've deployed Frigate, zoneminder records 24/7 with Frigate for notifications/indexing for notable events. The lowest cpu footprint for Frigate and Deepstack is to use a Coral as well as a dedicated GPU. It doesn't do much besides frigate, home assistant and Plex and frigate alone would easily use more than 50% of the CPU load, now it sits consistently around 10% with a $25 Coral TPU in the A+E wifi card slot. Full disclosure I am a contributor to Frigate Frigate itself is (in my opinion) quite robust. Compare edgetpu-yolo vs frigate and see what are their differences. Sep 30, 2022 · So I have some fairly higher end Dahua camera’s 8mp(4k) w/ 1/1. Frigate on the other hand was designed specifically to do object detection on CCTV feeds and setting it up was pretty simple (you do have to manually write a config file unlike Shinobi but pretty much everything you need to know for that is explained in the docs and it's really easy). Feb 1, 2022 · Both doods and frigate detection is decent but not perfect. Dans mon projet futur, j’aurai une installation assez standard avec beaucoup de Shelly pour toutes les lumières, du TADO pour le chauffage, et de l’AQARA pour l No one has mentioned Frigate. After some research, I've found that people commonly use either DeepStack or CompreFace for face recognition. However, it currently uses a machine learning model from Google's collection of test data. Both allow use of your own model so this would help I expect. My Frigate server averages around 50 to 60 percent CPU and no issues with my Wyze cam IP cameras running the RTSP firmware. When the container starts it subscribes to Frigate’s MQTT events topic and looks for events that contain a person. jpg and latest. Below we shall run DeepStack with only the FACE features enabled Daar lijkt het inderdaad wel op; volgens mij kun je Deepstack alleen CPU of GPU laten gebruiken. video/ May 15, 2024 · 用例Frigate订阅Double Take Unified API，可通过DeepStack，CompreFace或Facebox来处理和训练图像以进行面部识别。 用例Frigate订阅Frigate的MQTT事件主题，并处理事件中的图像以进行分析。 收到Frigate事件后，API将开始处理Frigate API的snapshot. When a Frigate event is received the API begins to process the snapshot. Deepstack is interesting as it has no UI at all, and so needs Doubletake to learn faces, etc. Basically Blue Iris is good for 24hr/motion, as a real NVR, Frigate for additional detection/fun. This server is dedicated to running HA and Frigate only. 3. I have frigate working, deepstack working, compreface working and doubletake working. I also have DeepStack set up but mostly to help with timeline flags and not notifications. I’m looking for something similar. Niestety Frigate’a trzeba non stop konfigurować wykluczając strefy, modyfikując parametry. Short summary: No. deepstack. Sponsored by Free AI PNG Generator - Free AI tool for generating high-quality PNG images instantly. These images You can also view thd Frigate camera but the framerate is low so better to just go to the source. CodeProject. jpg for facial recognition latest: 6 # number of times double take will request a frigate snapshot. I looked into Frigate, but the setup process seems complicated, and it analyzes everything in real-time. I also liked that deepstack had tutorials for training your own models. Ricard Expert Member. It allows the user to easily create areas in a photo that should trigger an action (HTTP/email/MQTT) or ignore activity in that area. mi wielokrotnie tuje wykrywa jako osobę. I'm running Frigate on an NUC i5 and like 10-15 more containers without Coral and I really can't complain. jpg图像。 The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. End Goal The aim is to create a security system that seamlessly integrates into your daily life without requiring compromises or becoming obtrusive while running locally on your network. Process Frigate images with DeepStack, Facebox, CompreFace, and AWS Rekognition Double Take Unified UI and API for processing and training images for facial recognition. Deepstack shouldn't do any recognition until after person detection from the Coral. May 5, 2025 · 5. Just found out there is such thing ar frigate and coral a day or two ago. GPU users Note that if your machine has an Nvidia GPU you can get a 5 x 20 times performance boost by using the GPU, read the docs here. My Deepstack implementation randomly broke one day and BI stopped recording any alerts even though everything was still recording and all the right services were running, seemed to be in the right places, and configured properly but nothing including reinstalling would get it working again so I deleted DS and then installed CodeProject. I would venture a guess that frigate can meet almost any homeowners needs that don't specifically want 23 hrs of nothing recorded per day. I have DeepStack still running on my 4gig Nano, and Frigate 0. Not noticing much system load overhead adding deepstack and double-take. I was wondering the same thing if somehow we can use Coral for the Processing of Deepstack anyhow I think frigate so far seems to be cool but a bit complex for me to setup. AI(Deepstack) vs CompreFace So I've been using DT for a long time now. 5 of yolov5 6. Cela dit, on peut coupler frigate et deepstack : frigate pour la gestion vidéo et deep stack pour la reconnaissance faciale sur les images fournies par Frigate. Alternatively there's Deepstack that integrates into Blue Iris but is nowhere near as easy to use as Frigate. codeproject was not significantly better than deepstack at the time (4 months ago), but I guess many people have started migrating away from deepstack by now, and cp. video/ I have two Hanwha units I never got around to using at my last place. Uses OpenCV and Tensorflow to perform realtime object detection loc Posts with mentions or reviews of frigate-events. So switched the facial recognition over to Deepstack, which was literally a few lines of docker and about 3 lines of config. Je me suis alors décidé à rédiger un article qui reprend l’installation de Frigate en Docker Aug 28, 2023 · Setup1: Frigate version: 0. Mar 7, 2022 · Blue Iris permet, grace à deep stack, de faire de la reconnaissance faciale alors que Frigate ne le fait pas. Mar 26, 2022 · 这个软件可以把frigate和deepstack链接一起。frigate检测到人推送到double-take，double-take将截图发送给deepstack进行AI识别，同时double-take还提供人脸识别到某人将事件推送到MQTT等等推送。我们就是利用这一点可以做到自动化. At some point I had a model that could detect when my specific car was in the driveway for presence detection. Jan 3, 2022 · But I went and redid my entire network and picked up Starlink. Don't fix what ain't broke. If you want facial recognition you can try deepstack and double take to process images after Frigate has detected a person. I needed to create a labelmap. I've switched back and forth between CP and CF tweaking the config trying to get the most accuracy on facial recognition. My traditional NVR is more stable than Frigate. The last one was on 2023-12-08. Thanks Shep. We have used some of these posts to build our list of alternatives and similar projects. video/ Sep 10, 2021 · haha, Funny I was just playing with frigate earlier today. Aug 31, 2024 · What is your question? (I'm rather new to Frigate so please pardon the obvious boo-boo) Issue: Frigate w/ Coral TPU and a working (and reachable) remote CPAI (w/ various models). Also picked up a 40 core 256gig Dell PowerEdge R620. AI is now configured! Please keep in mind that you’ll have to do this for each camera (if you’re not syncing the settings) and the options may differ based on the location of the camera or many other factors. Frigate is an open source NVR built around real-time AI object detection. Part 2 will cover adding cameras t The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Explore the differences between Deepstack and Codeproject. This is a great enhancement but Frigate devs flat out refuse to implement external triggers (eg. It does object detection. https://frigate. 168. 13. I honestly only care about confirmed alerts. 265 IP streaming out. This means that it was trained on images that do not look like security camera footage. Their website is down https://docs. it corrupts in recording, but the web interface is still running so it's very difficult to monitor. I tried BlueIris a few months ago and if i remember right it needed waaaay more resources than Frigate. 29 votes, 10 comments. jpg和Latest. Aug 5, 2024 · In this post, I’ll share how I set up a comprehensive security system using Home Assistant, Alarmo, Zigbee sensors, Frigate, Double-Take, and DeepStack. 0-e390533 Installation type : Docker Base OS: Debian 12 The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. I'm building out a 13 camera system and am trying to determine the best route on the record side of things, and need more details on tradeoffs between using a Reolink NVR vs Synology NAS w/Surveillance Station vs Synology NVR. Feb 15, 2017 · Many of us are still on Deepstack because it works great. 11. That would be a per camera setting option preferably, indoors. All Blue Iris knows is that it's talking to a remote/different Deepstack/SenseAI server. Comparison: Frigate vs. Aug 7, 2023 · Hello, I used to really like DeepStack, but it doesn’t seem to be supported anymore for over 2 years. - Used Deepstack and Compreface both in containers on my Proxmox server for a few days and realized Compreface is far superior, got rid of Deepstack. You can specify multiple pictures per person during Posts with mentions or reviews of docker-emulatorjs. Mar 8, 2024 · You signed in with another tab or window. It records 1min video, then merge them on demand if you want to watch them. 0RC1 on an 8gig RPi4 with a Coral TPU in docker-compose. I get around 50ms with 5 The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Joined Jul 6, 2007 Messages 2,837 Reaction score 39. I made new-sub streams, added them to BI as dedicated cameras and just have Frigate pull the streams from BI. All processing is performed locally on your own hardware, and your camera feeds never leave your home. -v localstorage:/datastore This specifies the local volume where DeepStack will store all data. In attempting to p Dec 25, 2023 · 最近因为用了frigate，看文档有第三方扩展，double-take（一个可以利用frigate的输入做人脸识别）。 double-take + deepstack。 第一次使用，我理解double-take 后台管理里面的train应该是一个个人物照片的训练模型，一般需要多少张，感觉识别率不是很高？ I hated setting up BI, and the mobile interface is horrible. ai. When the container starts it subscribes to Frigate's MQTT events topic and looks for events that contain a person. Synology Surveillance Station. Frigate also supports code project ai as a detector in frigate 0. Double-Take: CodeProject. I really love Frigate combined with it's Home Assistant capabilities. Where as Frigate w/coral, while good, still gets 1-3 false positives a week, per camera. I get 4 times more recognitions with deepstack than with compreface. 2" sensors, that are AI around my property. I'm setting up the holy trinity of smart home security consisting of HASS + Frigate + u/Jakowenko's Double Take. Negative. On frigate/HA at least. From a PIR sensor or from the cameras' ONVIF stream). Their objection being that Frigate's decoding can't be started and stopped on demand and it must run detection all the time. The last one was on 2023-11-28. My main HA server is running as a VM. 265 profiles. I use blueiris and windows requirement is pain. Compreface is registering over 95% on multiple trained faces vs Deepstack never going over 80% even with a perfectly clear picture. Compreface is another app like Deepstack. It's set up to not record continuously, but stores 120 days of 10 second clips when it triggers an object detection. Now days I agree that Frigate is the way to go. AI and DeepStack are open-source AI platforms that can be run on various devices such as the Raspberry Pi, Nvidia Jetson, and other compatible hardware. 2. It looks like open source face detection is dead for now. Apr 9, 2021 · Looks awesome. Oct 2, 2024 · attempts: # number of times double take will request a frigate latest. ai isn't worse either, so it may not matter. Technically it can still be used but I would frigate vs viseron HASS-Deepstack-object vs fEVR frigate vs motioneye HASS-Deepstack-object vs DeepStack frigate vs Shinobi HASS-Deepstack-object vs yolov3 Civic Auth - Auth in Less Than 5 Minutes Civic Auth comes with multiple SSO options, optional embedded wallets, and user management — all implemented with just a few lines of code. Recommended OS Deepstack docker containers are optimised for Linux or Windows 10 Pro. The last one was on 2021-02-21. Aug 22, 2024 · I am running home assistant with add-ons double-take, deepstack and frigate-proxy. Compare frigate vs Arduino and see what are their differences. You switched accounts on another tab or window. NVR with realtime local object detection for IP cameras (by blakeblackshear) No one has mentioned Frigate. Oct 14, 2022 · Coral TPU (courtesy coral. Below we shall run DeepStack with only the FACE features enabled Hello. Frigate is a network video recorder that has build in object detection. I got Frigate running on Unraid and have it connected to Home Assistant which is in a VM on my Unraid. Starting DeepStack. AI with Frigate enhances the object detection capabilities of your surveillance system. 0+ update_sub_labels: false # stop the processing loop if a match is found # if set to false all image attempts will be processed before determining the best match stop_on_match: true # ignore Feb 12, 2024 · auth: false # enable mqtt subscribing and publishing (default: shown below) mqtt: host: 192. With that said you can run double-take along side frigate for facial recognition. Compare frigate vs HASS-Deepstack-object and see what are their differences. Looking forward to soon establishing the MQTT link between Deepstack and Frigate. Is my high-level understanding correct? I am using Deepstack worked 100% for face detection/recognize with just generic camera's no need for Frigate or other cpu consuming software. Revisiting my previous question here, I can give feedback now that'd I've had more time with codeproject. The documentation doesn't explain the format of this so I simply created a file with the object names, one per line. frigate NVR with realtime local object detection for IP cameras (by blakeblackshear) Apr 25, 2025 · Explore the best alternatives for object detection software: Frigate, Doods, BlueIris, and Deepstack. The payload is a call to DOODS2 referencing the debug feed of that camera in Frigate. Setting Up DeepStack¶ Follow instructions on read DeepStack Beta - Python Guide to install the CPU Version of DeepStack If you have a system with Nvidia GPU, follow instruction on read Using DeepStack with NVIDIA GPU to install the GPU Version of DeepStack. No one has mentioned Frigate. The processing needs to be done on the Google Coral, CPUs are really bad at processing the video. its pretty dang flawless and much faster Deepstack is cool as it was an entry for most to use the COCO trained model. Frigate is a complete and local NVR designed for Home Assistant with AI object detection. We Frigate’cie bardzo istotnym jest optymalizacja parametrów stref, mask obiektów, min_area, max_area i innych które wykluczają fałszywe detekcje osób - np. Jul 23, 2022 #17 TheRoDent said: Nice. Stars - the number of stars that a project has on GitHub. In part 1 of this 3-part series, I cover how to install and configure BlueIris NVR and Deepstack for AI object detection. 13 Jun 8, 2022 · Frigate itself runs excellent with Coral concerning the movement recognition, but after Frigate detects movement a still image is exported to both Deepstack and Double-Take and those guys will process that image by plain CPU power and that’s when you might hit Synology CPU limitations. We have used some of these posts to build our list of alternatives and similar projects. It follows the exact same api format. I notice he compares his package to ZoneMinder. Je suis persuadé que c’est pas toujours très académique. true. I use only one camera, tapo C200. Frigate is running on an independant container (works well, streams and detects persons). # frigate settings (default: shown below) frigate: url: # if double take should send matches back to frigate as a sub label # NOTE: requires frigate 0. amuanwf xcme ubt rpkubu ifqtcoyl lkshoa yvkjj rqrxhj oblb oyxljqv