Home assistant object detection. Install the Video Analysis Plugin.

Home assistant object detection The doods image processing integration allows you to detect and recognize objects in a camera image using DOODS. Also, are there different versions of the Google Coral USB or just one? Thanks. Blinking Red Light: No object detected on the scale. 2 Supervisor 2023. I’m passing through a MSI 1080 gpu. I have a doods2 server set up but cant seem to find where the authkey is located. How to setup: azurecv: api The ideal resolution for detection is one where the objects you want to detect fit inside the dimensions of the model used by Frigate (320x320). May 9, 2022 · Upload the sketch to your ESP32 Cam and Home Assistant will auto discover it!!! Nov 20, 2022 · Here’s how to get motion alerts from Blue Iris to show up as notifications with the alert image in Home Assistant like this. It uses MQTT to interact with Home Assistant which generates the notifications, alerts, etc to you, the Smart Home Guru! MQTT: The messaging protocol which allows all the various components to talk to each other. This was born out of my frustration in getting tensorflow running … Jun 29, 2020 · Motion Ã👁 This system is a demonstration and proof-of-concept for edge AI providing improved situational awareness from a collection of network accessible video and audio sources. io. Therefore don’t expect to run this on a pi, but a spare laptop should do. If you are looking for next level presence detection, keep reading…! Table of Contents Jan 7, 2024 · Entities for a single camera in Home Assistant provided by Frigate Because the doorbell is set up to perform person object detection, Frigate will configure a number of entities on the device just for the person detection. (or Coral when I Jul 30, 2024 · I have 2 older arlo cameras. Surveillance Station was causing too many false alerts, so I really wanted to limit it to Jun 8, 2022 · 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 ? Oct 27, 2020 · In this video we are looking at Object Detection with Home Assistant or HASSIO using Tensorflow and an awesome community service called DOODS from Snowzach. Filters There are several types of object filters that can be used to reduce false positive rates. Any feedback on usage here, and bug reports on Github. Intended primarily for surveillance it works in sheer real-time analysing the most recent frame to deliver fastest reaction against a detected threat. Give your home eyes by integrating object detection into Home Assistant, OpenHab, NodeRed, or anything with MQTT support. So, in principle, I could detect an egg - close the door - send a notification for me to pick up the egg. I’ve Feb 27, 2024 · a) keep metrics on which duck laid eggs (the ducks all have distinct markings, and I have a large training set of photos). I’m likely going to have to get some new hardware to make it all work, but I don’t want to go stupid over Home Assistant custom component for using CodeProject. As Yolo v7 came out, I found it the most accurate one, besides it works perfectly with Nvidia GPU via CUDA. But if Dec 21, 2020 · DOODS - Dedicated Outside Object Detection Service I’ve created a service called DOODS that allows you to upload images and do object detection on them. 0 with tensort integrated with HA. [alert-sample] The orange outline is Deep Stack detecting a person with 77% confidence. Oct 22, 2024 · Say hello to intelligent security event notifications! Previously, camera notifications were automated based on object detection and detection zones. I am reliably getting notifications about person but I am unable to get and. This also allows you to now use the new and improved YOLOv3 models. I deleted the integration and re-added it through the HA integrations page, but I don’t have any _detected_object sensors for any Hey fellow automaters! I recently switched over to Home Assistant with NodeRed. This eliminates the requirements for Tensorflow, and frankly runs a bit faster and uses less resources. Does any one have any suggestions? Aug 2, 2023 · Person, object and facial detection are easily accessible from the Home Assistant platform! In this tutorial we will walk through the process of setting up the Deepstack artificial intelligence platform, in order to detect the number of people in a room. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. Feb 8, 2023 · Hi everyone, So I’ve got frigate working and it occasionally detects objects. Find this and other hardware projects on Hackster. This was born out of my frustration in getting tensorflow running … Oct 18, 2019 · DOODS - Dedicated Outside Object Detection Service I’ve created a service called DOODS that allows you to upload images and do object detection on them. You will need a computer with a decent amount of RAM available, as Deepstack is using deep-learning models. Jan 25, 2023 · I then have the Frigate NVR Proxy add on within HA. Oct 31, 2024 · Hi all, I have a few cameras setup, 1 of them overlooks a busy road, i setup the motion mask so the road should be completely ignored, this worked fine for a week, today however I see high CPU usage reports for that camera, I checked in debug and I see that its constantly detecting (re-detecting?) stationary objects, I am not sure if this is expected behaviour. Apr 21, 2021 · Home Assistant Frigate integration will allow you to have local object detection with AI for you IP cameras. I have setup detection for person, dog, cat and bird. This feature can be used with supported cameras that report smart detection events or Scrypted NVR Object Detection. Mar 24, 2021 · We are going to use Home Assistant and DOODS to detect objects in camera images locally. When I saw it I instantly thought about my security cameras that send me push notifications multiple times a day when a branch of a tree is caught by the wind or a fly/spider is too close to the camera. In this video I'll The presence state engine is an adoption of Phil Hawthorne's making home-assistant presence detection not so binary, and allows for more states than just home/away. Thinking a bit further I could reliably detect my 2 feathered friends to be inside and close the door in the evening as The solution lies in moving beyond pixel-based motion detection to intelligent, AI-powered object recognition. I have HikVision which have it. Install the Video Analysis Plugin. 7. NVIDIA object detection requires CUDA, which is only provided in Scrypted's NVIDIA Docker image when using the koush/scrypted:nvidia image. I don’t want my phone blowing up with motion alerts Mar 17, 2021 · Double Take Unified UI and API for processing and training images for facial recognition. The iSpyConnect website provides secured (SSL) remote access without port forwarding needed. My project will be interesting for thouse people who want to detect objects on their ip camera, and based on detected object, trigger some actions inside Hass Object detection with Amazon Rekognition. Double Take was created to abstract the complexities of the detection services and combine them into an easy to use UI and API. Security footage is sent to DOODS. g. 2 Home Assistant Core2024. This is a screenshot of the May 22, 2020 · Integration of Object Detection into Home Assistant is likely one of the most interesting topics for home automation. Or moving then still image may not cause detection Object ratio in camera relates to frame Feb 7, 2022 · Thats really strange - Has anyone any input on how to use the person detection from Unifi in Home assistant today? (Maybe some additional HAC integration?) Can the detected object be used? Aug 9, 2023 · Hi Question in a nutshell is the following: When using required_zones in frigate, how do I send notifications (to the phone, WhatsApp or Telegram) with the same image that Frigate has in it’s event, that is when you look at the events in the Frigate GUI. Most The Object Detection capabilities use the YOLO algorithm as implemented by Ultralytics and others. RaspberryPi, nVidia Jetson Nano, Intel NUC, …) as well as hardware accelerators (e. By integrating Frigate with Home Assistant, you can transform your Jun 29, 2020 · Actually, I have an Intel NUC that I use for my home assistant installation now. Next, Let’s setup wifi connection detection. Home Assistant was installed via the Raspberry Pi imager, so I’m currently running the following: Home Assistant 2023. A complete and local NVR designed for Home Assistant with AI object detection. your_phone, and check that it works. Get started with TensorFlow object detection in your home automation projects using Home-Assistant. Feb 1, 2021 · I made a custom Component for Home assistant to get image data from Azure Computer Vision Cognitive Service. Jun 7, 2022 · Frigate uses AI to detect people and other objects in your IP camera streams without sending any of your data or video footage to the cloud. The security feed components can be used to trigger an automation based upon the specific combination Learn how to set up object detection using Agent DVR and DeepStack AI in Home Assistant. The first hint should be “it Jul 23, 2024 · It consolidates all your camera streams and does some basic object detection using some basic AI. My host is a HP Nuc with 4 x AMD GX-415GA SOC with Radeon™ HD Graphics (1 Socket) as its Jan 19, 2021 · Hi all, I thought I’d introduce my new project SynoAI. Turns out it’s pretty easy getting started… More info on YOLO The fork I ended up using This video 📹 is a must-watch for anyone who wants to learn the easiest way to get Local Object Detection in Home Assistant with Frigate. With 2023. Automate your smart home based on visual cues from IP cameras! A complete and local NVR designed for Home Assistant with AI object detection. You can optionally configure a target object (the default is Person), and the state of the sensor is the number of those objects found in the image. We’ll guide you through the process step-by-step, so you can get started right away, use it in your dashboard, and even get mobile notifications 🚀🏡. This was born out of my frustration in getting tensorflow running … Home Assistant Frigate Install: • EVEN MORE Free Local Object Detection Home Assistant Deepstack Install: • Face Detection and Recognition with H Apr 14, 2023 · Just wanted to start a discussion thread about using the new tensorrt detector with frigate. Sep 22, 2022 · The cameras have been within fine in HA for several releases for basic functions but when I started exploring automation for smart motion sensing I noticed all G4 cameras are missing the Detected Object sensor as discussed in UniFi Protect - Home Assistant which appears required to smart detections. Any info on this or another way to get package detection? Home Assistant custom component for Deepstack object detection. Lower % if you miss detections. Smart Motion Sensor Setup Scrypted can create a Smart Motion Sensor to report when a object is detected on a camera. The functionality of BI is amazing, especially for the price. What I’m mostly wondering hardware wise - How good is good enough? I’ll be running on a few different camera feeds, but I don’t need it working at a high frame rate. My question is how do I get Frigate to recognize objects in my driveway? Is that some coding I need to add to frigate. 8 it presented an issue which i fixed myself but I am not providing any support. But if camera frame rate is 10 or 15, motion must b be seen for longer period. The LXC will be hosted on proxmox 8. Since I moved last year I haven’t put my servers back online so that is why I’m using Frigate with the HA Add-On. Agent DVR runs as a service or console application and can access and control a huge range of third party cameras with advanced motion detection, including DeepStack integration for object recognition. Unlock a new level of intelligence for your smart home security by integrating Frigate, the open-source NVR with AI object detection, directly into Home Assistant. If camera frame rate is 20 fps and minimum motion frames is 10 that mean motioneye must see change in frames for 1/2 second. com) Do note that this is MY fork as the base is no longer supported. For objects like the mailbox or chair which are in the same place, a small object mask at the bottom center of the object would be recommended. Sep 12, 2022 · a DIY security camera system with object detection, recording and phone notifications – using Docker, Frigate and Home Assistant by Roger · Published Sep 2022 · Updated Nov 2025 Jan 7, 2025 · What’s up everyone! 👋 Currently I have a Reolink NVR that all my cameras connect to via POE or WIFI. Use case being to trigger a light in the yard for humans and cars but not general motion or animals etc. Detailed documentation: Azure Custom Component - Github TLDR; You can easily integrate azure computer vision services and detect objects in an image. See the full configuration reference for an example of expanding the list of tracked objects. Powered by a worldwide community of tinkerers and DIY enthusiasts. This way you can start doing an analysis of objects and people making your Aug 25, 2020 · The Home-Assistant docs provide instructions for getting started with TensorFlow object detection, but the process as described is a little more involved than a typical Home-Assistant component. GitHub - blakeblackshear/frigate: NVR with realtime local object detection for IP cameras Double Take: Unified UI and API for processing and training images for facial recognition. I started working on this when I got tired of my Arlo cameras always giving false positives or not recording at all. This was born out of my frustration in getting tensorflow running … The Home Assistant API unlocks the potential to automate and interact with your smart home devices programmatically. 3 Frontend 20230608. This is the first truly step-by-step Frigate install guide that I've found (other than a 42 minute long EverythingSmartHome video, which is fantastic). May 17, 2022 · Integrate an IP cam in hass. The way I solved it is the following with some drawback. Features Responsive UI and API bundled into single Docker Viseron is a self-hosted NVR deployed via Docker, which utilizes machine learning to detect objects and start recordings. threshold is based on the median of the history of scores (padded to 3 values) for a tracked object. You should see the state of the binary sensor change accordingly when objects are detected. But I can't find any information on how to have package detection with Frigate, especially now that it has stationary object detection. Select a camera to create a sensor. Select the desired detections to report. Oct 17, 2018 · I took my experience from the last attempt using Darkflow, and redid it, so now it’s a modified version of the OpenCV plugin that uses the new Darknet support in version 3. Apr 2, 2023 · Hi all, wondering if anyone can help point in the right direction - Frigate comes with a general motion binary sensor, and object presence sensors, but I would like to have per-object motion detection. The Sep 23, 2022 · You are of course going to get a lot of person false positives with min_score and threshold that low. My plan was to use this with something like deepstack to do object detection but when I try to send a snapshot (using the snapshot service) to my deepstack API I just get a black picture. This sensor can be synced to other Jul 22, 2024 · In this example we will use an LXC running Ubuntu. Low-cost computing (e. 1 Supervisor2024. Dahua also do, like I say, most do. Use of a GPU or AI accelerator is highly recommended. What I need is to take Mar 11, 2023 · Hello everyone Looking for advice and suggestions. Move beyond simple motion alerts to receive precise notifications for actual people, vehicles, and pets, enhancing your home's safety and reducing false positives. The default target is person, but multiple targets can be listed, in which case the state is the total number of any targets detected. That means no Cloud services or internet connection is required for the image recognition part it’s just Home Assistant, DOODS and your camera. I also have Frigate installed and running with my one Amcrest POE camera showing on a Lovelace card on my HA dashboard. But objects were poorly detected, so I took a Coral USB that I just received, but despite it the detection is poor. I’m sure that is just a youtube video away. For instance, I have: a camera entity that shows the last event captured We are going to use Home Assistant and DOODS to detect objects in camera images locally. Some changes has been made to the original scripts in Phil's blog post referenced above. This was born out of my frustration in getting tensorflow running … Apr 25, 2018 · TheSwert/darkflow_detect Object detection for Home Assistant using Darkflow - TheSwert/darkflow_detect I have it running on a raspberry pi 3 with a scan interval of 30 seconds and haven’t noticed performance issues. 4. I'm looking to understand which software suite everyone is using and what they think is best for taking a camera snapshot and running it through object detection software to detect people, etc. The raspberry pi’s are just way too under powered to do anything reliable regarding image detection, even with the Google Coral accelerator usb dongle. I started to look into trying YOLO. Configuration Frigate 0. 12. In this video I show you how I have set up Frigate to reliably detect people, dogs and cats in my camera streams. Now, with multimodal AI interpreting your camera feed, the possibilities for notification automation are limitless. Feb 12, 2024 · I don’t think this would do face recognition, the frigate codeproject ai detector uses /v1/vision/detection but the api to do face recognition in code project ai is /v1/vision/face/recognize Dec 2, 2021 · I also setup mqtt binary sensors inside home assistant, that track when motion AND person detection occurred; Node RED sets the sensor’s state to ON if person detected, waits for X seconds and then sets it to OFF; that way I can easily look at the sensor’s history inside a home assistant history card. Apr 28, 2024 · Hello, I have a problem with Frigate configuration and object detection. For other things, min_area and max_area filters should work well too Sep 21, 2017 · I was inspired by this TED talks about YOLO Object detection. Here’s an example of one of my HikVision cameras using this Integration. Frigate does not pass the entire camera frame to object detection. Edit: The notification image only works on iOS. This NVIDIA Scrypted NVR supports object detection on NVIDIA GPUs via the ONNX Plugin. I can’t use the presence sensors as a parked car will keep the light on. I've achieved this by tweaking the Frigate Home Assistant is open source home automation that puts local control and privacy first. 8. May 7, 2021 · hello fellow HA enthousiasts, So we have a problem with magpies stealing our eggs. It can identify 80 different kinds of objects by default, but custom models are also available that focus on specific objects such as animals, license plates or objects typically encountered by home webcams. This allows for a greater granularity of control and avoid automations triggering to rapidly if a sensor reading suddenly goes wrong. Frigate integrates directly into Home Assistant's media browser, provides low latency camera entities, and exposes real-time sensors and switches to power automations and notifications to your heart's content. These are configurable parameters for my deepstack-object integration, so it is useful to have an app to explore the effect of these parameters. io binary_sensors for automation's in a smart home Sep 16, 2019 · DOODS - Dedicated Outside Object Detection Service I’ve created a service called DOODS that allows you to upload images and do object detection on them. The first hint should be “it Sep 14, 2021 · The notification will initially include the thumbnail of the detection, but will update to include actionable notifications allowing you to view the saved clip/snapshot when available, or silence the notification for a configurable amount of time. 0 PiPup - Android TV app for notifications Coral Edge TPU A+E key m. The Home Assistant API unlocks the potential to automate and interact with your smart home devices programmatically. This is a screenshot of the Dec 13, 2020 · I’ve written a few articles on improving person detection, typically with Blue Iris. I have a Frigate integration inside the HASS that is using MQTT for events. bird or cat notifications. Oct 19, 2022 · I’ve been tinkering around with different object detection integrations (Frigate, Deepstack, Viseron, Doods), but none of them actually satisfied me in terms of the quality of night person detection. yml? I’ve been following this tutorial, mostly, but seem to be lost when it In this video we are going to add an object and people detection service to our Home Assistant with Tensorflow + Doods. They both work with aarlo and have motion detection and sound detection. Motioneye provide zone base motion detection but i feel frigate object detection works better and will meet your requirements All this is dependent on camera position but i expect this is not issue. Deepstack is a service which runs in a docker container and exposes deep-learning models via a REST API. The state of the entity is the number of objects detected and recognized objects are listed in the summary attribute along with quantity. io, use Artificial intelligence for object detection and hass. AI accelerators will outperform even the best CPUs with very little overhead. I’m using a coral via USB. DOODS looks interesting but I’m certainly open to suggestions. Its seamless integration with Home Assistant empowers you to create highly intelligent and responsive automations, moving beyond the limitations of traditional motion detection. However, it doesn’t have a native method of detecting people, just motion. This is how it’s configured on frigate for that camera: cam7: ffmpeg: inputs: - path: https://camera-ip-address roles: - detect Object detection with ANY camera in Home Assistant - Tensorflow and DOODS Home Assistant MQTT Install and Setup - A Beginner's Guide Mar 25, 2025 · Hi, I have frigate setup with my cameras, but on home assistant, I have 2 main issues: 1- Motion is always detected (it seems to be triggered by small light changes) , is there a way to specify sensitivity? 2- Person detection is showing as unknown all the time. Sep 16, 2022 · Many things go into detection Frame rate and minimum motion frames. What I really want is to offload video processing using GPU acceleration on Jetson Nano (have it sitting on the desk unused). We will transmit Nov 15, 2020 · DOODS - Dedicated Outside Object Detection Service I’ve created a service called DOODS that allows you to upload images and do object detection on them. AI Server, Agent DVR, and Home Assistant Container to detect when a person is in the camera's frame, start recording, then ta Sep 7, 2023 · In this article, we will be looking at how we configure Frigate to detect object and then connect it to Home Assistant to receive notification. Images with detected objects are presented in a new custom Security Feed component (github). Feb 1, 2022 · 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 ? Jul 13, 2021 · What is Frigate? Frigate is an amazing open source piece of software that allows you to detect people and objects to existing cameras in Home Assistant that otherwise doesn't natively support objection detection. All object classes with greater than 50% probability are listed in the sensor attributes. 2 on mini-ITX mobo Coral TPU not detected by HA blue for Frigate Frigage - M. Summary I’ve used Blue Iris for quite a while and have multiple PoE cameras outside of the home. I want to integrate HA, a webcam, live view from the webcam on HA, and object detection from the live stream and have such streams recorded on HA for further access and notification via telegram. I just started using it so I haven’t quite figured out all the power moves one can do with frigate. Some of my connected cameras support actual motion type detection that can distinguish between person, pet, or vehicle. Jun 26, 2020 · Watsor Watsor detects objects in video stream using deep learning-based approach. Like getting masking and zones set up. Looking at Google Coral USB, I see it is probably abandoned by Google. person bicycle car motorcycle airplane bus train car boat traffic light fire hydrant street sign stop sign parking meter bench bird cat dog horse sheep cow Dec 23, 2019 · DOODS - Dedicated Outside Object Detection Service I’ve created a service called DOODS that allows you to upload images and do object detection on them. Capable to limit detection Dec 26, 2023 · Learn how to install and configure Deepstack for advanced object detection capabilities in Home Assistant. Mar 1, 2021 · I’m looking at doing local object detection. Click Add New. 06. This was born out of my frustration in getting tensorflow running … Jan 15, 2022 · I got a new Nest outdoor security camera and set up the integration with home assistant. Jul 13, 2021 · In this guide, I'll be showing you how to setup Frigate in Home Assistant. Fast moving object may be missed. Feb 24, 2023 · I have HA set up and running on my Intel NUC in a Proxmox VM. yml file in config. It is an alternative to Deepstack and is quickly becoming the defacto integration among Home Assistant users, and for good reason! One of the main differences (from what I understand MotionEye is installed on Raspberry Pis, capturing footage all around the house. What is edge AI? The edge of the network is where connectivity is lost and privacy is challenged. Visual Feedback: Green Light: Object is present on the scale. 2 Operating System12. 4 Frontend20240705. I had this working at my last house with a Dell server and a coral pcie card. . Jan 16, 2019 · I just published a custom component for face and object (e. Jan 6, 2024 · In Home Assistant, go to “Settings” – Areas & zones” – “Zones” tab – Move the home location to your home location on the map. This enables far more intelligent and context-aware notifications. person is the only tracked object by default. Intended primarily for surveillance it works in sheer real-time analysing the most recent frame to deliver fastest reaction against a dete… I'm starting to create an NVR system with my wyze cameras, and have been setting up Frigate with Deepstack. 0 Frigtate Home Assistant is open source home automation that puts local control and privacy first. I have a chicken coop with webcam and an ESPHOME powered door (which works quite well). I would love to have object detection because the cats set the motion notification of constantly. I also recently purchased a Google Coral USB Accelerator after reading about it in a few forums: low power, excellent detection, and fast performance even compared to GPUs. And it’s easier than ever! Installing Requires: LLM Vision Dec 26, 2023 · To test the object detection, you can use a test stream that loops a predefined video. 1. Notable features Can read from practically any IP-camera as long as ffmpeg can handle it. Nov 23, 2018 · UPDATES June 10, 2019: I’ve updated the guide to use a simpler flow with Amazon Rekognition over here. Nov 21, 2019 · Pushing Object Detection to Home-Assistant with Coral EdgeTPU Forget the Tensorflow Component Lots of awesome developers have added image processing components to Home-Assistant’s integration list. AI-HomeAssist-ObjectDetect Home Assistant is open source home automation that puts local control and privacy first. Frigate, an open-source network video recorder (NVR) with real-time local object detection, leverages machine learning to accurately identify specific objects—like people, cars, and animals—in your camera feeds. Dec 13, 2020 · I’ve written a few articles on improving person detection, typically with Blue Iris. Here’s how to get motion alerts from Blue Iris to show up as notifications with the alert image in Home Assistant like this. Because of the angle and position of the camera detection when it enters a zone Sep 28, 2024 · When I say snapshots I mean images taken by frigate at the detection of an object in my case persons, in my last screenshot you can see the images taken of the detections that ones are the ones i want to see it in the frigate UI for these last hour I change the config to this: timbre: ffmpeg: inputs: - path: Oct 27, 2022 · Motion detection would likely result in false alarm or same result. 4 Frigate NVR: A local NVR designed for Home Assistant with AI object detection. Records videos on detected objects Lookback, buffers frames to These object types are frequently confused. Available for free at home-assistant. Well, I kind of put the cart before the horse and ordered one before knowing what I could do with it. Like you all, I absolutey adore the Unifi Protect integration in Home Assistant (huge thank you to all the dev controbutors!) Any one know if its possible to trigger automations only if motion or an object (person and/or vehicle) is detected within a specific part of the frame? I have motion and smart detection zones setup in Unifi Protect. The cameras can also be pan/tilted/controlled directly from home assistant (github). We’ll guide you thr Mar 14, 2023 · When Unifi Protect was a HACS integration I was able to extract person and vehicle detection from my Unifi cameras via the event message thru NodeRED. ai accelerators via the Tensorflow-Lite Jan 14, 2021 · DOODS - Dedicated Outside Object Detection Service I’ve created a service called DOODS that allows you to upload images and do object detection on them. LED is exposed to Homeassistant for further control using automations Configurable Thresholds: Adjustable thresholds for object detection using weight changes and object proximity via Home Assistant. 04 server vm hosted on proxmox. In fact, there are now 9 different image processors (a few that do more than just object detection) built right into Home-Assistant. This will generate objects for DeepStack to detect. 🐕🧑‍🤝‍🧑📹 However Mar 3, 2019 · Object detection for video surveillance Person Detection with Blue Iris, Google Coral, and Frigate v0. That means no Cloud services or Internet connection is required for the image recognition part it’s just Home Assistant, DOODS and your camera. b) count the ducks to know what time they all return to the coop at relative to sunset c) watch for the fox that visits and turn on a sprinkler if detected I was inspired to start this project by this thread: Object detection: did my chickens make an egg? (no longer need Home Assistant with Deepstack is an excellent way to add object detection and even face detection and recognition, to any camera in your Home Assistant setup. Oct 27, 2022 · Motion detection would likely result in false alarm or same result. person) detection using Deepstack, which runs locally in Docker and costs you nothing. This is a cloud service but damn fast in my Jun 21, 2020 · Watsor Watsor detects objects in video stream using deep learning-based approach. 2 Dual edge TPU (using a PCIE adapter) Frigate NVR Tuning Jun 27, 2025 · Hi, I assume in for HaOS, Frigate and other add-ons only object detection is used. Mar 25, 2025 · Hi, I have frigate setup with my cameras, but on home assistant, I have 2 main issues: 1- Motion is always detected (it seems to be triggered by small light changes) , is there a way to specify sensitivity? 2- Person detection is showing as unknown all the time. driveway_motion to: "on" condition: [] action: - service: image_processing Jun 28, 2023 · I’ve been thinking about integrating my Home Assistant with Computer Vision, aka object detection, for a long time. May 19, 2022 · Many IP cameras have in-built motion detection these days. roles: - detect - rtmp detect: width: 1920 height: 1080 objects: track: - person - bicycle - car - motorcycle - cow - dog When I park my car the car detection will always stay active. Object Scores For object filters in your configuration, any single detection below min_score will be ignored as a false positive. Go to “Entities” in Home Assistant and find device_tracker. The Home Assistant has integration with TensorFlow but it doesn’t really Home Assistant custom components for using Deepstack face & object detection. When you add these cameras to your HA you should be able to get binary_sensors for each motion detection entity (from each camera). Sep 6, 2022 · Hi, I have a camera set up in frigate like so: cameras: frontdoor: ffmpeg: inputs: - path: rtsp://. Sep 12, 2022 · a DIY security camera system with object detection, recording and phone notifications – using Docker, Frigate and Home Assistant by Roger · Published Sep 2022 · Updated Nov 2025 Jan 6, 2024 · In Home Assistant, go to “Settings” – Areas & zones” – “Zones” tab – Move the home location to your home location on the map. g Which are the top options for nvr with object detection these days and integration with HA? What about Google AI? I use Frigate 0. Frigate is a complete and local NVR designed for Home Assistant with AI object detection. 2 Operating System 10. Deepstack is a service which runs in a docker container and exposes various computer vision models via a REST API. See Frigate's supported object detectors. See the response below from ronaldjeremy for what he did to make this work on Android. I’m looking for a method of seamless integration within HA. This is a cloud service but damn fast in my A complete and local NVR designed for Home Assistant with AI object detection. Google Coral EdgeTPU Scrypted NVR supports object detection using the Google Coral. I’m passing through a Google Coral to enable object detection through to the Frigate container - yes I know, I finally found stock in Berrybase in Germany… On the ESP32 cam module I’m running ESP Home firmware: Jun 7, 2020 · I created a streamlit app for exploring the predicitons of Deepstack object detection, allowing a user can upload an image and filter objects by class, confidence (%) and location in the image. 0 - latest I’m trying to follow the following guide here: However, I’ve got an issue trying to SSH into Oct 6, 2021 · How do I configure Agent DVR to work with Deepstack? How can I display a list of identified persons without brackets? Go to the general settings of Agent DVR Choosing intelligence We specify the IP and port of the deepstack of our server and save it Go to the camera settings Click edit camera Choosing actions Adding the actions we need Creating an action for face recognition. I was able to integrate Frigate and my camera. 6. What it does Performs smart detection based on artificial neural networks significantly reducing false positives in video surveillance. Perfect to run on a Raspberry Pi or a local server. For example, my cat is never seen. AI accelerators will outperform even the best CPUs with very little overhead Dec 22, 2018 · Hi all I’ve written a custom component for performing object detection with the Amazon Rekognition service. Definitely would recommend keeping that at the normal level. With Pipedream, you can tap into this power, triggering workflows based on events in your home, such as motion detection or door openings, and controlling devices based on external data sources or schedules. Dec 22, 2018 · Hi all I’ve written a custom component for performing object detection with the Amazon Rekognition service. Frigate revolutionizes smart home surveillance by bringing advanced, local AI object detection to your fingertips. What is DOODS? What will you see in the Article? How to run DOODS? Camera in Home Assistant? What is DOODS? Sep 16, 2025 · Thanks to powerful open-source platforms like Home Assistant and Frigate, coupled with accessible machine learning tools, enthusiasts can now build and train their own custom object detection models. The state of the sensor is the number of detected target objects in the image, which match the configured conditions. I use the Reolink / NVR native HA integration with many automations that trigger on and/or combine certain camera motion conditions. I have seen birds in the garden and I can see via camera feed but frigate is not detecting this. Mar 23, 2023 · In this article, I use CodeProject. I’m not sure when I lost it but checking on it lately I don’t see it anywhere. I personally use this for human detection when nobody is in the home and motionEye detects motion in an image. I presume this is the object being too small for frigate to detect as my camera Sep 2, 2023 · I’m using the camera’s motion detection to trigger the processing of the image: alias: Doods - Scan When Driveway Motion Detected description: Does image processing on the driveway camera when motion is detected trigger: - platform: state entity_id: - binary_sensor. 3 of OpenCV. Access the Developer Tools in Home Assistant and search for the object detection binary sensor. Feb 19, 2025 · This video 📹 is a must-watch for anyone who wants to learn the easiest way to get Local Object Detection in Home Assistant with Frigate. SynoAI acts as a Broker between Synology Surveillance Station and Deepstack (and potentially others in the future) and sends notifications if the confidence from the AI for detecting defined objects exceeds the threshold on a camera-by-camera basis. 13. And I’m happy to share with you with almost ready solution, that you can easily integrate into your Home Assistant. DOODS stands for Dedicated Open Object Detection Service. I got it working in a docker ubuntu 22. I’m still able to run it on a Apr 28, 2023 · Hi everyone, I have Frigate setup running the latest version. Why? There’s a lot of great open source software to perform facial recognition, but each of them behave differently. This is how it’s configured on frigate for that camera: cam7: ffmpeg: inputs: - path: https://camera-ip-address roles: - detect Object detection with ANY camera in Home Assistant - Tensorflow and DOODS Home Assistant MQTT Install and Setup - A Beginner's Guide If confidence and object meet my criteria then) -> trigger blue iris camera to record on HD stream, also pop up video feed on my tv for 15 secs if home assistant is loaded. Home Assistant automations are also possible! Aug 7, 2023 · Then I added the integration with HA, vingerha/HASS-Deepstack-object: Home Assistant custom component for using Deepstack object detection (github. Just have a look at what you can get from your usual seller. I have lost this ability now. Jun 21, 2023 · Hey, I’m trying to install my new Coral USB Accelerator onto my Raspberry Pi running Home Assistant. Is there a better hardware to use now? I want to use it with Frigate or any other uses it may have on HaOS. AI Server object detection - NeoMod/CodeProject. kgvwe wxbk gwinwo qmjhuxvk dlidvl dywdo qouezs fjjwb hhn omhbq stmc fmbdipc vam xagmh jmvbv