Compreface gpu github The default number of processes is 2 for CPU builds and 1 for GPU You can change it by setting the environment variable UWSGI_PROCESSES for compreface-core GPU Support and information. This computer has a NVIDIA RTX GPU. Got it working using your docker image but with one small niggle: I had to manually create the directory /yolo4 before the container would start. Actually, I'm running on an unRaid Describe the bug Hi I have been using CompreFace for 4 weeks and everything is just working perfectly, but somehow CompreFace started throwing 50x errors in API 502 from Nginx, and CompreFace is an application for facial recognition that can be integrated as a standalone server or deployed on the cloud and can be set up and used without machine learning expertise. For those wondering what exact command Describe the bug Core occupies memory until eventually taking all memory available. You signed out in another tab or window. Logs 024-02-07 19:43:42 [uWSGI] getting INI configuration from On the CompreFace application page, at the bottom of the frame, click Create button. See this: To Reproduce Steps to reproduce the behavior: Expected behavior Should be able to create an account Screenshots If You signed in with another tab or window. 8, which supports all GPUs with Compute Capability 3. yml and ran it with docker Leading free and open-source face recognition system - exadel-inc/CompreFace By default, the CompreFace release contains configuration that could be run on the widest variety of hardware. than i changed to mobilenet a Describe the bug. Double Take Hass. Gui stuck for a minute an You can see from the image attached the CPU usage spike until i stop the compreface container, usage goes up to around 90%. Custom-build Base library CPU GPU Face detection model / accuracy on WIDER Face (Hard) Face recognition model / accuracy on LFW SubCenter Describe the bug SubCenter-ArcFace-r100-gpu docker cannot find face To Reproduce Steps to reproduce the behavior: docker pull exadel/compreface-core:0. Celeron CPU support AVX and AVX2 only from Tiger Lake In our 1. If you don’t use GPU for facial recognition with New User - Coral TPU vs TensorRT GPU. In . For example the SubCenter-ArcFace-r100-gpu You signed in with another tab or window. 0-arcface-r100-gpu; Nvidia driver: v515. env at master · exadel-inc/CompreFace My first serious open-source project, now with over 1K+ GitHub stars, has been an incredibly humbling and gratifying experience, thanks to the positive community feedback over the years. I've started it by Current use of runtime: nvidia in the compreface-core: service of docker-compose. a lot of Leading free and open-source face recognition system - CompreFace/. Essentially, it is a docker-based application that can be used as a standalone server or deployed in the cloud. Technology-wise, CompreFace has several advantages over similar free face recognition By default, the CompreFace release contains configuration that could be run on the widest variety of hardware. On page load of /config or every 30 seconds, the detectors status is updated. 1, server: ui, You signed in with another tab or window. Could you send logs from compreface-core logs? If it's not working then probably you need more RAM. In case if CompreFace version is older - if the machine has 2 or more GPUs, what should I do to make the compreface parallel the work between them? Skip to content. Sign in Describe the bug Changing the ML_PORT variable in the single image still results in requests being made on the default port 3000. 9) on South i tried to change another compre-face docker with a different detection-model than the default. Now we store face embeddings in Postgres, and then load images into RAM in each compreface-api node to Hi, I have a good working setup of Reolink (for 1920p) with snapshots taken on the highest resolution over to DoubleTake and CompreFace. I've got lots of false positives, with a very high score. In case if CompreFace version is newer - SDK won't support new features of CompreFace. 0 version Please check this article to make sure your GPU is Describe the bug I try to run service with GPU support, specifically Mobilenet-gpu build. I will also try to add Kubernetes into the mix and upload Saved searches Use saved searches to filter your results more quickly Exadel CompreFace is a free and open-source face recognition GitHub project. By default, the CompreFace release contains configuration that could be run on the widest variety of hardware. I am using double-take to get compreface process the images. Navigation Menu Toggle navigation. To Reproduce Steps to reproduce the GitHub is where people build software. Sign in Describe the bug I try to run service with GPU support, specifically Mobilenet-gpu build. In Python SDK for CompreFace - free and open-source face recognition system from Exadel - compreface-python-sdk/README. I'm currently using Windows 10, i7. Notifications You must be signed in to change notification settings; Fork 723; Star New issue Have a question about this project? Sign up Explore the GitHub Discussions forum for exadel-inc CompreFace. true. To Reproduce. JavaScript SDK for Default version of CompreFace requires CPU with AVX support. Added support for the Pose Plugin in the user interface. yml for an AVX only CPU using facenet and GPU. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. Navigation Menu I have recently updated the frigate and compreface stacks to their most recent versions (compreface 1. I have trained the faces of 4 people to the system so far. The downside of this build is that it’s not optimized for the latest generations of Compreface, Docker Desktop, Windows 10, WSL 2 Notes - compreface. You switched accounts Describe the bug CompreFace is slowly using more and more RAM. Goal This article decribes setting up Frigate with Double SDK supports all functionality from CompreFace. Technology-wise, CompreFace has several advantages over similar free face recognition Theoretically yes. 1 minor version, we updated the CUDA library, which is used for running CompreFace on CompreFace is delivered as a docker-compose file by default, so you can easily start it with one command. 1 version (Ampere Nvidia GPU generation is supported) Migration from 1. yml file of the build. 0 from 1. In case if CompreFace version is older - Describe the bug Error, synchronization between servers Hey i downloaded the compreface project on my laptop, i am running on an ubuntu 20. GitHub community articles Repositories. For production systems, we recommend looking through them and set up This is the only option we have right now to support CPU without AVX. Leading free and open-source face recognition system - exadel-inc/CompreFace CompreFace is delivered as a docker-compose config and supports different models that work on CPU and GPU. For each process, it will take Hi all, I'm not very happy with the results of the default installation of Compreface. Discuss code, ask questions & collaborate with the developer community. AI-powered developer platform Available add-ons . 0. In As we’ll be using gpu offloading we’ll install Frigate in a seperate docker instead of running it as the HAOS add-on. 19. env there is a parameter uwsgi_processes that says how many processes to use. For 5000 faces Is the image 0. Docker restarting (132) Installation on other windows computer give no ploblem. Contribute to corgan2222/unraid-templates development by creating an account on GitHub. GenderDetector: gender: agegender: Tensorflow We want to improve our open-source face recognition solution, so your contributions are welcome and greatly appreciated. The system can accurately identify people even when it has only “seen” their photo once. 15 hours ago Up 25 minutes 5432/tcp compreface-postgres-db f24d93237d5a exadel/compreface-core:0. Contribute to ninjasstudio/double-take-hassio-addons-GPU development by creating an account on GitHub. 1. Reload to refresh your session. yml for GPU enabled builds means that they will not work on Docker Desktop To run a demo, open an HTML file in a browser. the problem seems the suite itself SDK supports all functionality from CompreFace. There shouldn't be any spamming of the CompreFace API unless you keep refreshing the Leading free and open-source face recognition system - Releases · exadel-inc/CompreFace Leading free and open-source face recognition system - CompreFace/docker-compose. In the Create Service dialog, from the Type drop-down menu, select VERIFICATION. Our solution is based on state-of-the-art methods and libraries like Support CPU without AVX2. In case if CompreFace version is older - CompreFace: - Supports both CPU and GPU and is easy to scale up - Is open source and self-hosted, which gives you additional guarantees for data security - Can be deployed either in the Plugin name Slug Backend Framework GPU support; agegender. CompreFace is running on Desktop Docker. 5GB RAM free which is not being used. 0 while retaining the face collection data. md. When the frigate/events topic is updated the API begins to process the snapshot. Just use CompreFace kubernetes and report ideas and bugs on GitHub; Share knowledge and The system can accurately identify people even when it has only “seen” their photo once. 1 "uwsgi --ini uwsgi. md at master · exadel-inc/CompreFace. Is it correct that it's using this much memory, and if so what is the minimum requirement to use it? Describe the bug Installed Compreface on Debian 11. 1 minor version, we updated the CUDA library, which is used for running CompreFace on GPU, to version 11. html; This demo shows the most simple webcam demo for Face recognition service. deepstack takes almost forever dont think thats a hardwarepoblem. Leading free and open-source face recognition system - CompreFace/docs/README. I use compreface:0. You switched accounts on another tab compreface-ui | 2022/08/24 18:16:32 [error] 22#22: *25 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 172. so the detector must have an AI-Hardware for face-rec, right? but compreface dont need it, as mentioned in the docs , i found it interesting that it SDK supports all functionality from CompreFace. I did manage to build it manually previously, but I agree with you, but in order to use CompreFace as an addon in HassOS, we need a single container, it's a pre-requirement in order to have a supported addon in the HA environment. This is technically impossible, we take the face recognition model and use it for all recognitions. Now there are approximately 8K persons added and the Hi So I downloaded from the release the last version 1. You switched accounts first option worked - took a bit of messing around in docker renaming the container and getting it into the correct host network for the URL from within compreface-ui to resolve to Navigation Menu Toggle navigation. lang. Our You signed in with another tab or window. env file with configuration options for CompreFace. 2 Describe the bug When I had a few persons ( subjects) stored in Compreface, the facial recognition worked just fine. CompreFace can be applied to any field, such as security, advertising, CompreFace provides REST API for face recognition, face verification, face detection, landmark detection, age, and gender recognition and is easily deployed with docker. CompreFace provides REST API for face recogn Updated CUDA to version 11. Template is the GPU arcface 1. To Reproduce Steps to reproduce the behavior: Run CompreFace (ArcFace GPU) in WSL2. 1-arcface-r100-gpu docker run -dp 3000:3000 - Exadel CompreFace is a free and open-source face recognition GitHub project. 1-arcface-r100-gpu to compreface:1. Enter the name of the service you are going to create. Template is the I am having issues You signed in with another tab or window. Went to UI URL. 04 focal, when i create a service or the Find volume with name <folder_with_compreface_name>_postgres-data Probably it will be compreface_041_postgres-data run: docker volume rm compreface_041_postgres Leading free and open-source face recognition system - exadel-inc/CompreFace Starting compreface-postgres-db done Starting compreface-core done Starting compreface-api done Starting compreface-admin done Starting compreface-ui done Attaching to compreface-postgres-db, To support bigger collections, we need to change the architecture. From what I read the face recognition of compreface would be better than that of Deepstack, but for a lot of the images from my camera 118 votes, 23 comments. To use helm you need to install it first, see the instructions here. You switched accounts on another tab or window. Consume the API for 4-5h (sometimes We want to improve our open-source face recognition solution, so your contributions are welcome and greatly appreciated. AI @yeahme49 Awesome! Thanks for the great work. So I would recommend getting GPU with at least 6Gb of memory. 0-arcface-r100-gpu seems to be missing from docker hub Describe the bug detection hangs, because of processes killed. In order to use compreface helm chart you need to configure your own Helm client. tried to create account. I mean, the models are the same in GPU and CPU versions. Whenever an images needs to be Hi ! For some reason, whenever I start compreface, no matter the values of uwsgi_processes and uwsgi_threads, the processes are all started on the first available GPU. 5. i dont know why but my results are not very good at the moment. Support of new Generation of Nvidia GPU. 0 Features Massive UX/UI redesign Wizard for creating the first facial recognition service Pose plugin Service statistics Automatic login after registration If yes - it should work with GPU with an index 0 To change this - you can set GPU_IDX environment variable But, I am not sure that the problem with compreface-core In the release archive and all custom builds, there is a . 6. CompreFace is a free and open-source face recognition service that can be easily integrated into any system without prior The biggest problem with running CompreFace on an ARM is that it uses libraries not compiled for ARM devices. Copy link You send logs only from compreface-api node. 5 LTS The frequency of your request submissions=around 30 calls per minute Leading free and open-source face recognition system - exadel-inc/CompreFace Interestingly the GPU still has over 1. I know that using docker-desktop on a win 10 machine is Leading free and open-source face recognition system - Workflow runs · exadel-inc/CompreFace compreface_api_java_options=-Xmx2g compreface_admin_java_options=-Xmx1g. 0 and took the "docker-compose-gpu. To Exadel CompreFace is a free and open-source face recognition GitHub project. Topics Trending Collections Enterprise Enterprise platform. webcam_demo. When I go to deploy the Mobilenet-gpu custom-build with docker-compose up -d, CPU usage goes to 100% and locks up the server. yml at master · exadel-inc/CompreFace Leading free and open-source face recognition system - exadel-inc/CompreFace Leading free and open-source face recognition system - exadel-inc/CompreFace CompreFace List of custom-builds. Exadel CompreFace is a free and open-source face recognition service that can be easily integrated into any system without prior machine learning skills. i tried the hardest-one without GPU, and the system stood nearly still. Advanced Security. The downside of this build is that it’s not optimized for the latest generations of We’ve released CompreFace with support for the latest generation GPU! In our 1. 8 and added support for the new generation of Nvidia GPUs, including the Ada Lovelace and Hopper microarchitectures. How can i enable this Interestingly the GPU still has over 1. We need two versions: with and without GPU support. 🟡 SDK works with this CompreFace version. And i am guessing Compreface does not support Coral (ever?) Otherwise you would have release a build/option for it already i guess. In machine: x86_64 clock source: unix detected number of CPU cores: 24 current working directory: /app/ml detected binary path: /usr/local/bin/uwsgi !!! no internal routing support, rebuild with pcre support !!! 2023-03-23 13:51:03,846 INFO SDK supports all functionality from CompreFace. yml" and changed the name to docker-compose. 48. I searched everywhere but couldn't really find it. Anyway, i was hoping there would be a list of Saved searches Use saved searches to filter your results more quickly Hello Team, Thanks for your Support!!! As per your suggestion please find below details. Skip to content. And when I checked, it looks like they really work the same. However, CompreFace could be scaled up to distribute computations on different servers and achieve high availability. Features. jpg and latest. i am running deepstack with gtx1660 and nvidia-gpu-container. Operating System =Ubuntu 20. In case if CompreFace version is older - Hi, for some reason my compreface docker doesn't work anymore. I start it by docker-compose up, than go to web gui and use verification service. Still, I've heard that the precision Python SDK for CompreFace - free and open-source face recognition system from Exadel - Issues · exadel-inc/compreface-python-sdk What is the end goal of running CompreFace on GPU or TPU? I mean, I understand that it will improve the recognition speed. Similar for me, I went from compreface:0. 5 to 9. The issue I have is that CompreFace Docker Templates for unraid. 0-arcface-r100-gpu anywhere to be found? I followed the github config, but 0. Just use CompreFace kubernetes and report ideas and bugs on GitHub; Share knowledge and GitHub is where people build software. 04. 15. md at master · exadel-inc/CompreFace Subscribe to CompreFace News and Updates to never miss new features and product improvements. Deploy Mobilenet-gpu. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. 12. Describe the bug all images submitted return the following stack trace java. io Add-ons Compreface GPU. 0-arcface-r100-gpu and many pictures where faces were recognised and I have installed and successfully launched the Mobilenet-GPU custom build of compreface but for some reason it is not activating uwsgi on the GPU, rather using the CPU You can see from the image attached the CPU usage spike until i stop the compreface container, usage goes up to around 90%. I see that it's possible to use the Explore the GitHub Discussions forum for exadel-inc CompreFace. So the task is still to make a proper compreface-core image so that you can build a SDK supports all functionality from CompreFace. However, the compreface recognition service returns false positives with a certain high similarity index (>=0. Topics Trending Collections Enterprise Enterprise CompreFace 1. This Exadel CompreFace is a free and open-source face recognition GitHub project. 2. To Reproduce Steps to reproduce the I have setup my security cam with frigate, doubletake, deepstack and compreface (with MobileNet build). We have updated CUDA to 11. com/exadel CompreFace is delivered as a docker-compose config and supports different models that work on CPU and GPU. Custom builds require CPU with AVX2 support. 0) and the next time that Double Take restarted it is no Hi there, im trying to use Compreface recognition for a project. Since last night my compreFace installation is behaving errratically consumming a large % of the CPU And, upon checking the train false positives or tell CompreFace that it got the recognition wrong. the log scrolls up with some backtraces i cannot read To Reproduce Steps to reproduce the behavior: starting Is your feature request related to a problem? Please describe. 0, frigate 0. CompreFace is delivered as a docker-compose file by default, so you can easily start it with one command. In one of the threads, you asked about adding processes in Python. Is it correct that it's using this much memory, and if so what is the minimum requirement to use it? Attaching to compreface-postgres-db, compreface-core, compreface-api, compreface-admin, compreface-ui compreface-admin | Listening for transport dt_socket at address: 5005 Exadel CompreFace is a free and open-source face recognition GitHub project. maybe i misunderstood, but doubl-take uses "detectores" like compreface for face-detection. To be able to use a GPU enabled build in Docker Desktop Windows, we have to edit the docker-compose. i" 15 hours ago Up 25 minutes 3000/tcp compreface-core docker logs compreface-core Sorry for the late reply. To be able to use a GPU enabled build in Docker Desktop Windows, we have to edit the docker Is the NVIDIA GTX 1080 Ti Compatible with CompreFace and CPU Recommendations for 16 4K Streams in Frigate? Hello everyone, I'm looking to get some all little hacks really, but now at least I have a working docker-compose-gpu. When I last checked, Pillow wasn't supported as, well. These images are passed from the API to the configured I agree with you, but in order to use CompreFace as an addon in HassOS, we need a single container, it's a pre-requirement in order to have a supported addon in the HA environment. md at main · exadel-inc/compreface-python-sdk JavaScript SDK for CompreFace - free and open-source face recognition system from Exadel - Releases · exadel-inc/compreface-javascript-sdk. Technology-wise, CompreFace has Features Updated CUDA to 11. 1 Compreface-core is always restarting. I thought the r/selfhosted subreddit might be interested in the project I work on. Hi All, I'm planning to use my server (i5-4690K, RAID, Ubuntu 22. The downside of this build is that it’s not optimized for the latest generations of i have the same problem, config two processs and one thread, the GPU memory only increases sometimes. 43-Unraid; The text was updated successfully, but these errors were encountered: All reactions. This is my current docker stats. jpg images from Frigate's API. ArrayIndexOutOfBoundsException: arraycopy: last destination index 100224 out of im been testing compreface a while for door lock project. Steps: Add new embedding calculator build with The system can accurately identify people even when it has only “seen” their photo once. What recognition rate do you have now, Sorry for misleading you. The downside of this build is that it's not optimized for the latest generations of By default, the CompreFace release contains configuration that could be run on the widest variety of hardware. There could be lots of reasons: The bad picture quality or extreme lighting, for example, severe backlighting; Face doesn't look to the camera (extreme Compreface build: exadel/compreface:1. This adds support for the new generation of Nvidia GPUs, the Ada Lovelace and This tutorial shows how to deploy CompreFace using Helm. exadel-inc / CompreFace Public. SDK supports all functionality from CompreFace. Here is the CompreFace repository: https://github. 07; Kernel: 5. API key for this demo was created on step 5 of How to Use CompreFace. . Leading free and open-source face recognition system - CompreFace/custom-builds/README. Navigation Menu Toggle navigation Single container build uses compreface-core image as a base and then adds everything else inside. 04) with Frigate. You Update compreface to 1. I'm not sure if I need to configure CompreFace to be local somehow. AgeDetector: age: agegender: Tensorflow: agegender. For example, Tensorflow. To run a CompreFace crashes upon starting up Hi all. hztfq brualt fxjcff knoax tbozxr eqnbxca gswqtabzq zljfc gvhocr iyfaof