33. by bb99 » Sat Sep 11, 2010 4:26 pm. x Aug 13, 2023 · But I'm not able to get person/object detection running in zoneminder (1. 29. This looks great, and I'd like to have a labeled image I can have sent to me in my push notifications in zmninja. The very last thing I tried was to check whether the zm_detect. The Coral will outperform even the best CPUs Jan 6, 2021 · by repomanz » Wed Jan 06, 2021 4:16 pm. 36. x Mar 26, 2024 · The models that have "A" in the name are the cameras having on-board Person/Vehicle Detection, that is, RLC-510A, 520A, 810A, 820A, 1220A, 1210A. So using an Jul 6, 2024 · The challenge of all surveillance systems lies in its motion detection analysis (thus the 'zone' in zoneminder, being the motion detection zones). Make sure you are using the right detection model (don’t use tiny yolo). 35. It works fine when it catches a good frame (known faces work etc) Using latest public releases of zm, zmevent, opencv. 42). Nov 23, 2020 · I’d like to thank Reolink for sending RLC-810A 4K AI-powered security camera for review. Apr 6, 2021 · I am facing a challenge with getting the OBJECT DETECTION and FACE DETECTION to function. This is the zone type you'll use most often, and which will be set for your default zone. The models that have "A" in the name are the cameras having on-board Person/Vehicle Detection, that is, RLC-510A, 520A, 810A, 820A, 1220A, 1210A. 5 and seem to be having some struggle with object detection. So I decided I should pay more attention to the motion detection feature of the cameras I have and relieve the ZM server from the task of detecting motion. Monitor your security cameras with locally processed AI. However, object detection via tools like Yolo is still an emerging field, there is likely to be improvement in Mar 8, 2012 · Adjusting Motion Detection Settings. All processing is performed locally on your own hardware, and your camera feeds never leave your home. I have had alot of luck using different strategies. Brief description: here. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. 2 # You can now limit the # of detection process # per target processor. Experiment with others if yolov4 isn’t working for you. Therefore, it is important to understand the concepts behind Jun 13, 2020 · Motion detecting can be a bit of a rabbit hole. by gbruneau » Mon Jan 18, 2021 10:25 pm. Only Active and Exclusive zones can trigger an alarm. 7 bindings. Apr 13, 2018 · I've provided support for person detection. You'll probably want to return the other zone settings back near their original settings to get the motion detection back. 23. See: Understanding Zoneminder's Zoning system for Dummies. Amazing 3rd party integrations - ALPR, Object/Person Detection, Event Blending and more Jan 24, 2011 · Solution: I was able to solve the problem by reducing the alarmed pixels and filtered pixels settings. Triggers an alarm when motion is detected within it. e. APIs allow for third-party integration. The program picks up every change in shadows / light and grabs the stills. 2) Assuming the objects of interest are on the ground, don't point your camera at the sky. x; ↳ ZoneMinder 1. I don't think adding machine learning based detection (CNNs like TinyYOLO, FastRNNs etc) are a good idea - they are still too slow to work properly in non GPU machines, hence my suggestion to add OpenCV's HOG mechanism. The camera can be purchased on Amazon for $94. It will be a big step forward from blob detection. by asker » Tue Oct 13, 2020 9:35 pm. 1. Step 2: Get This makes a lot of sense, actually, but also makes the Analysis FPS setting not so useful for what I wanted to do (detect motion at 2. its great, yet a human can walk and stand zm-aidect. The list of models you can use are here https://coral. Jun 7, 2019 · zmeventserver object detection settings per monitor. I'm totally desperate now and have no idea anymore what I still could do to get person/object detection running in zm. Zones have their gotchas, and you may want to consider ZMES. For example, if you set a 2s alarm delay for a person, and if the person moves within the camera's detection area for less than 2 seconds, the camera will not be triggered: What's more Jan 16, 2022 · 2. Jul 6, 2021 · Background. Object detection is great - I don't know what kind of inference mechanism for sensor integration ZoneMinder uses, but being able to tell if a person is in view of the camera and triggering a callback is a great idea. - Event Server v6. Oct 29, 2010 · However, depending on the # settings, the detection may take up to a few seconds per frame. In the list of published models, the SSDNet v2 model (which is currently being used) is the most accurate. First, you could adjust the detection sensitivity for any motion, a person, vehicle, or pet: Second, you can customize alarm delay to reduce AI false alarms. 3. Aug 28, 2021 · That’s grown to four IP cameras, each of which has both a high and low resolution feed. However, you will see gobs of posts in the forum about people complaining that ZM Easy to install - from package or source. 4. Defining Zones. Oct 13, 2020 · Re: zmevennotification object detection on edge tpu. ; Amazing 3rd party integrations - ALPR, Object/Person Detection, Event Blending and more Easy to install - from package or source. by knight-of-ni » Thu Sep 20, 2018 7:12 pm. Original Thread. Aug 14, 2023 · But I'm not able to get person/object detection running in zoneminder (1. In my test setup, I'm trying to get to the point where a person, or a car (or dog, or whatever I choose) causes the alarm and starts the recording instead of just pixel/blob motion. Jan 17, 2022 · 2. As you see the rectangle around the “person” intersects with one of your polygons. I followed the guidelines documented and rebuilt the system multiple times without luck. That’s where Zoneminder starts to fall down. ini, but not sure this works with the standalone mlapi. I had the idea that maybe somehow when zm detected a “person” on my drive or in my back garden I’d like to use that in my HA setup. You can also just watch events live, and see if they are flagged as alarms or not, then adjust numbers as needed. Feb 7, 2024 · ZMES will get motion detection to detect correctly in the 90-99% range. Nov 15, 2020 · It's a windy day, here, so the moving shadows are causing alarms. Aug 13, 2023 · But I'm not able to get person/object detection running in zoneminder (1. 99. This was working fine previous to 6. 5 FPS and record events at 5 FPS). Aug 20, 2023 · Person & Object Detection. I would like to only have one monitor use alpr plate_recognizer, monitor with id 8. 26. Mar 21, 2005 · Turns out the monitor settings were overidding face detection so when I commented out rhs_zone_detection and my_sequence as per below the image now gets tagged with my name ! Simple as that Time for a beer Regards Tim [monitor-3] # office match_past_detections=no wait=5 import_zm_zones=yes #rhs_zone_detection_pattern=(person|car|dog) resize=no Oct 30, 2020 · Detection is very accurate and not resource intensive, my Zoneminder runs in a VM with 2 CPU and 4 GB or RAM (for 4 cameras). Can be blank if you want # to do object detection with all of them. To do this with Zoneminder's built in motion detection is more difficult. 27. Some expensive security cameras offer a solution – object detection. You can tune it by enabling zm_analysis images in options (if you want). Mar 22, 2021 · It is used by the config upgrade script version=1. 30. The official ZM documentation does a good job of describing all the concepts here. Jan 28, 2020 · I ran across AI-Homeguard, a Windows (or Linux) based AI NVR. I typically set to best,highest sensitivity, change to percentage, then lower number to about 3 (percent). Discussion topics related to mobile applications and ZoneMinder Event Server (including machine learning) 19 posts Previous; 1; 2; Aug 16, 2023 · But I'm not able to get person/object detection running in zoneminder (1. This lead to the requirement to use a higher-level object and person detection algorithm based on Amazon Rekognition remotely or TensorFlow locally (this is configurable). Now with object detection, I only get "person' or 'car' notifications for my driveway, and person as well as 'face recognition' (family member/not family member) notifications in my front door. 04. Active. Oct 11, 2018 · ZOMG!!! (I hear millenials like this word) TL;DR — If you want to use Object Detection with ZoneMinder, then: Step 1: Install the event server, get it working first by reading this. You have many issues. A short how to showing me defining up a motion detection zone in Zoneminder security camera software and choosing some basic sensitivity settings. 34. When there are new products, this list will be updated. That's normal for me, in my prod setup. My goal is after detecting a person is to send an alert by email. exclude_monitors: Front Door # Normally 320, 416, or 608. Object detection can be CPU intensive, and it’s not something you’d want to do continuously on multiple streams. I decided to just erase this setting and bump the stream from my camera down a bit to 3 FPS, which still seems to be plenty for motion detection and person identification from I just hope that this helps other people trying to implement the on-camera motion detection with ZM. I probably missed the part of the documentation regarding the missing yolo files, so I somewhat reverse engineered the whole process to discover what was missing. 5 of the event notification server that lets you insert custom hook scripts before alarms are sent out. I mostly use it to filter out junk notifications to my phone. Like AI, expect 90% but do not ever expect 100%. For object detection; using: object, yolo4 Hi, I want execute a script file when the event match with a object detection, for example: person >= 60% I don't know how achieve this, because ZM filter don't have an option to create a filter based on objects detections (person, car, bike, etc) But I'm not able to get person/object detection running in zoneminder (1. 5 and I understand the structure of objectconfig. The person detection works fine but i don't get any notification. Everything seems to be working correctly, but I have a couple of questions. Been playing about with the motion sensor side of ZM for a coupe of days. I've double checked that write_image_to_zm=yes and hook_pass_image_path=yes. I've followed the guide to configure zmeventserver and a standalone mlapi. ZM is too good a software to abandon just for performance issues. Significantly reduce false positives from ZoneMinder's pixel-based motion detection. Discussion topics related to mobile applications and ZoneMinder Event Server (including machine learning) 19 posts Previous; 1; 2; I have installed Zoneminder 1. This is one of the more important concepts in ZoneMinder and there are five to choose from. Zoneminder object detection. Feb 3, 2024 · ↳ ZoneMinder Distributions; ↳ ZoneMinder Translations; ↳ Archive [End of Life Versions] ↳ ZoneMinder 1. Again; many thanks to those people who developed ZM at the first place and to those who helped it to become a perfect opensource project. Reviewing other responses from past forum posts, there was recommendations to "track the stats of various events to change the motion detection settings in the zone setup for the given monitor (camera)" and also to "tweak and test". The key is that in order for an alarm to be generated, the relevant frame must satisfy the alarmed pixels setting AND the filtered pixels setting AND the blob setting. Example: default is to use "best match" between alarm and I just start to implement zmeventnotification with hook. Credits. -- A turnkey object (human, animal, vehicle) detection system for ZoneMinder --. Aug 26, 2023 · Person & Object Detection. Learn about Frigate+. However, you will see gobs of posts in the forum about people complaining that ZM logs all sorts Motion Detection of People Walking in the distance not working Post by kyferez » Thu Oct 07, 2021 11:56 pm I have 1080p cameras and want to ensure I capture anytime someone walks next to my vehicle parked on the street, about 30 feet away. This will open up a small form giving you the function options that are available (image 2). Frigate - NVR With Realtime Object Detection for IP Cameras. But I'm not able to get person/object detection running in zoneminder (1. You may not use this local smart detection with Zoneminder, but you can use the advanced AI powered detection feature supported by the ZM. First off, the sock files have nothing to do with motion detection. 24. Use the zone setting "Overload Frame Ignore Count" and the source setting "Reference Image Blend %ge" to reduce the false alarms you are experiencing. Aug 20, 2023 · Re: Person & Object Detection Post by zmki_jego » Sat Aug 26, 2023 10:03 pm Hi asker, meanwhile I was able to recompile openCV again with python3. Jun 8, 2012 · > The models that have "A" in the name are the cameras having on-board Person/Vehicle Detection, that is, RLC-510A, 520A, 810A, 820A, 1220A, 1210A. I had this performance problem while monitoring and event recording for 8-10 IP cameras using the ZM. 37. 2. I'm running Zoneminder 1. Use of a Google Coral Accelerator is optional, but highly recommended. . the final result of the following command is: sudo -u www-data /var/lib Dec 10, 2015 · Type. I have the following versions installed: - ZoneMinder v1. x Aug 15, 2015 · Re: Help please for a new start with motion detection v 1. 36 with zmeventnotification,machine learning hook, face detection and GPU mode, but the face detection is wrong, for example, it detects one person as another person. That being said, face recognition is hard due to lighting, angle of camera Dec 14, 2021 · My goal is after detecting a person is to send an alert by email. Not as accurate, but much faster. Aug 12, 2023 · But I'm not able to get person/object detection running in zoneminder (1. Hi, I want execute a script file when the event match with a object detection, for example: person >= 60% I don't know how achieve this, because ZM filter don't have an option to create a filter based on objects detections (person, car, bike, etc) Aug 12, 2023 · But I'm not able to get person/object detection running in zoneminder (1. They are a means of php communicating with the zms process to tell it to do things and get status information. x I don't think adding machine learning based detection (CNNs like TinyYOLO, FastRNNs etc) are a good idea - they are still too slow to work properly in non GPU machines, hence my suggestion to add OpenCV's HOG mechanism. Mar 24, 2009 · ↳ ZoneMinder Distributions; ↳ ZoneMinder Translations; ↳ Archive [End of Life Versions] ↳ ZoneMinder 1. . zmNinja - Awesome mobile and desktop app. ai/models/ - You are looking for the object detection section. by iconnor » Tue Jan 04, 2022 2:52 pm. The state of those boolean inputs are tied to the HA alarm panel so that I don’t get lots of unnecessary Oct 15, 2019 · ↳ ZoneMinder Distributions; ↳ ZoneMinder Translations; ↳ Archive [End of Life Versions] ↳ ZoneMinder 1. I then tied the notifications in to HA using boolean inputs to control which cameras sent notifications. detection of people) using the excellent zmEventNotification to enhance ZoneMinder. Aug 20, 2023 · But I'm not able to get person/object detection running in zoneminder (1. 32. 22 on Ubuntu server 20. The software uses the GPU to determine and identify the type of object detected so I decided to run it under Windows and use it to trigger ZM events. Motion Detection of People Walking in the distance not working Post by kyferez » Thu Oct 07, 2021 11:56 pm I have 1080p cameras and want to ensure I capture anytime someone walks next to my vehicle parked on the street, about 30 feet away. It’s hard to eliminate false positives in motion detecting security cameras without also missing genuine events. 99, or alternatively, if you don’t need 4K resolution, there’s a cheaper Full HD model with the same features including people and vehicle detection: RC-510A that goes for $64. I've also provided a near realtime example of how people detection can be achieved for events that are detected by ZM and before the notification gets sent out to you. experimented with every setting there is and still cannot get it right. I’m not using the zm integration in HA, couldn’t see the point, however I do have zmeventnotification setup to publish to my mqtt server. From this form you can change the recording Jan 25, 2022 · Hi, I want execute a script file when the event match with a object detection, for example: person >= 60% I don't know how achieve this, because ZM filter don't have an option to create a filter based on objects detections (person, car, bike, etc) Sep 19, 2018 · Re: Fine tuning motion for outdoor camera. Get access to custom models designed specifically for Frigate with Frigate+. 1) Do not rely on the presets for outdoor cameras. Hello - I updated to ES 6. ZoneMinder has a flexible (albeit hard to easily configure) zone detection system using which you can modify how sensitive, precise, accurate your motion alarms are. A complete and local NVR designed for Home Assistant with AI object detection. Previously I'd get useless motion notifications to my phone all the time. We can see in this image that "Monitor-2" is currently in Modect (motion detect) mode. If not specified, default is 1 # Other detection processes will wait to acquire lock cpu_max_processes=3 tpu_max_processes=1 gpu_max_processes=1 # Time to wait in seconds per processor to be free, before # erroring out. 1) When I set the function of a monitor to "Modect", the camera in the area detects motion, but it only records 2 to 5 seconds of images. You can use "frame_set" in event server config for frame_sequence and put in actual frame id's or multiple snapshot. detect_objects: No detect_classes: person, car, dog # Names of monitors to exclude from object detection. zoneminder-notifier comes with support built-in for four different object detection models: Darknet (Yolo V4), SSD Mobilenet V3 (2020_01_14 version), SSD Inception V2 (2017_11_17 version), and Histograms of Oriented Gradients (people only detection model included with OpenCV). I tried a lot of things but nothing works. Sep 11, 2008 · Motion Detection -- Any Tweaks or Advice? by TrOjAn » Fri Sep 19, 2008 4:31 pm. I’ve gone beyond basic motion detection using zones to a system that detects objects so that I can eliminate false positives and only get alerted when a person is detected. Face detection will involve using OpenCV's face detection library instead (very simple) and adding that as a hook. Jul 20, 2023 · I tested person detection with a different python script from outside the "zoneminder environment" and that works fine. ; Amazing 3rd party integrations - ALPR, Object/Person Detection, Event Blending and more Nov 15, 2019 · A few months ago I wrote a series of blog posts describing how I set up object detection (i. py script works, but it also failed. Be warned that while ZMES is good, it is not perfect and there is room for improvement. Easy to install - from package or source. How it works: zm-aidect runs alongside ZoneMinder and feeds images from ZoneMinder into a highly sophisticated artifical intelligence (actually it's tinyYOLO-V4 and ML and not AI but marketing said otherwise). The camera angle and light are appropriate, and it is 5 megapixels. I was under the impression that frames satisfying the alarmed pixels Apr 15, 2019 · Anyway, I've got object detection working in that the logs show it detecting the object(s) (car, person etc) but then it throws "Could not write image to ZoneMinder as eventpath not present". Dec 20, 2007 · My zoneminder system also shares a dual role as a home threater pc, so it was critical offloading the motion detection work to the cameras where the processor cycles are free. I added the following to objectconfig. ; Amazing 3rd party integrations - ALPR, Object/Person Detection, Event Blending and more Apr 4, 2014 · First, this integration of YOLO is awesome! I hope it is the latest version of YOLO. ↳ ZoneMinder Distributions; ↳ ZoneMinder Translations; ↳ Archive [End of Life Versions] ↳ ZoneMinder 1. This is using the 3rd party event server. x Development Branch; ↳ ZoneMinder 1. The detection area is very easy to set up as it uses “virtual lasers” drawn on the image and analyzes anything that crosses one. Then i try to debug what could be happen, and the first result seems strange for me. Oct 8, 2021 · Motion Detection of People Walking in the distance not working Post by kyferez » Thu Oct 07, 2021 11:56 pm I have 1080p cameras and want to ensure I capture anytime someone walks next to my vehicle parked on the street, about 30 feet away. If the AI says something is there, zm-aidect Easy to install - from package or source. Sep 19, 2021 · What I'm looking to resolve is most of my object detections seem to be working excellent, but what I haven't quite understood is retrieving the object detection image from zoneminder and zmninja. Dec 25, 2020 · So still not having much success at all. Mar 15, 2020 · I’ve got zoneminder configured with object detection and zmevenotification and it all works very well. Sep 7, 2023 · AxisMotionDetection. DO NOT PM THESE USERS ""just post a question in the forum' Copied By: KingOfKYA I mostly use it to filter out junk notifications to my phone. 19. by mdedmon » Thu Mar 22, 2012 3:04 pm. Eventually, after feeding the algorithm many events, false alarms should be almost completely eliminated. I did however found a few tweaks on top of the original guide and its subsequent comments that I felt made the offloading more robust and overall useful to me. 28. 1. Mar 1, 2015 · I just released 1. ini has changes but believe I've made correct/updated changes leveraging ml_sequence. FYI OD Checks if the object is in your defined polygons by matching the rectangle around the object with your zones. Plan on configuring the motion settings by hand for every outdoor camera. Oct 15, 2019 · ↳ ZoneMinder Distributions; ↳ ZoneMinder Translations; ↳ Archive [End of Life Versions] ↳ ZoneMinder 1. For face detection I'd implement a new hook script using this example. x I've tried unsuccessfully a couple of times to set up object detection and I was wondering if anyone has a very easy to follow guide. Jan 10, 2024 · I ran ZoneMinder (the server software that manages and presents the feeds from the cameras) on various hardware over the years, but for the Frigate and HomeAssistant setup I have gone for an energy-efficient and quiet little “server” – an HP ProDesk 600 G1 Mini – it’s very very basic and very low powered… and cost £40 on eBay: Dec 22, 2013 · To enable the motion detection function on a camera simply click on the its corresponding function link (image 1). Imagine that when you view an event, there are buttons to "Mark real alarm" and "Mark false alarm," which if you click, ZoneMinder will add the alarm images from that event into a machine learning database and start retraining the algorithm. Longer description: here. Frigate is an open source NVR built around real-time AI object detection. Zones are used for image analysis in ZoneMinder and Zone definition has a significant effect on the effectiveness and performance of a ZoneMinder server. Inclusive. 31. An optimally configured Zone will reduce CPU processing requirements as well the number of unintended saved events. Determine if a person detected in an Alarm image is familiar or not. mp gm sj jh dk qh dv pl xj ht