CompreFace
Photonix
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CompreFace | Photonix | |
---|---|---|
28 | 54 | |
3,855 | 1,765 | |
5.1% | 0.1% | |
8.3 | 0.0 | |
24 days ago | about 1 year ago | |
Java | Python | |
Apache License 2.0 | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CompreFace
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Double-Take not getting enough events/images from Frigate?
# https://github.com/exadel-inc/CompreFace/blob/master/docs/Face-services-and-plugins.md)
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DeepStack (dead?) vs CompreFace (slow?)
I looked at Double Take (UI that lets you do the training of your face recondition easily) and found CompreFace as one of models they support. It looks like what I need but there is a catch... no OpenVino (intel CPUs AI accelerator) support. I really like my low power NVR setup and would like keep it that way. Running AI on CPU without acceleration is both power inefficient and much slower. I have a spare low end GPU but if dump it in the system the current AI acceleration brakes... (I know I can prob fix it but that is a rabbit hole I would prefer to avoid).
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self Hosted face recognition software
This has good UI and also good recognition: https://github.com/exadel-inc/CompreFace
- Do we have good, gpu accelerated, text-to-speech, speech-to-text, image/video-to-text face/object recognition that is open source and self-hosted ?
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need help installing a software in Ubuntus terminal
Not sure what exactly you think this software is going to help with but the install instructions are available here.
wget -q -O tmp.zip 'https://github.com/exadel-inc/CompreFace/releases/download/v1.1.0/CompreFace_1.1.0.zip' && unzip tmp.zip && rm tmp.zip
- Face comparison in Stable Diffusion
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hey guys which is the best tool for making facial recognition using single image in deep learning
If you are looking for open source stuff and are able to self-host it, maybe have a look at CompreFace.
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[P] Facial Recognition with AWS Rekognition or Azure Vision
For face recognition - CompreFace. Disclaimer - I created it, as an alternative you can use MachineBox, but it's not open source and has limits. Also, I think, you will use some software to control the system, e.g. Frigate or Home Assistant, I think this repository can be useful for you.
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Database for Face Recognition
If you have a really simple application, you can just save the encodings into the files. If not - it's better to use a database. SQL is ok. But for the best results, I would suggest using milvus.io, as it was created for saving vectors and finding the distances (I haven't tried it, though). If your final goal is not to learn face recognition basics, you can just use free ready to use solutions like CompreFace and Machinebox
Photonix
- Do we have good, gpu accelerated, text-to-speech, speech-to-text, image/video-to-text face/object recognition that is open source and self-hosted ?
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Open Source React or Vue projects
Google Photos-like Photonix (https://github.com/photonixapp/photonix, https://photonix.org/) has a React frontend and (maybe) mobile clients too?
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App to organize images
Photonix - heavy into tagging & AI, but albums again
- (Pi 4B) What's a good program for a photo gallery ?
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Just joined the F-droid family. Looking for alternatives to Google photos
Agreed Nextcloud photos is rubbish. I used a tool on my photo directory in NextCloud to sort my photos by date and ran a scan afterwords to have NextCloud recognize the change. Not ideal but it worked. Looking for an app to point at that directory, but I don't think I am sold on PhotoPrismI am hoping Photonix adds video support because it looks great.
- F*ck Google, here are some self-hosted alternatives.
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Photos on a Synology NAS
It's an important question. We do want to add this feature to be compatible with other software but haven't managed it so far. The plan is to write metadata in the same way that digiKam does. Here's the GitHub issue if you wan to weigh in/follow: https://github.com/photonixapp/photonix/issues/139
I work on one of these projects (Photonix) which has object, location, style, color recognition, map view, Android/iOS apps, ARM/Raspberry Pi support, multiple libraries and users. We also have face detection/recognition/grouping as of a couple of months ago.
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Photonix May Round-up — Face Recognition +more
1) I'm not familiar with Apache reverse proxying and don't have much time right now to dig into it. Maybe you can mash up something from these?: https://www.digitalocean.com/community/tutorials/how-to-use-apache-http-server-as-reverse-proxy-using-mod_proxy-extension https://photonix.org/docs/reverse_proxies/ https://github.com/photonixapp/photonix/blob/master/system/nginx_prd.conf 2) docker-compose exec photonix ./manage.py rescan_photos should do it.
Thanks for the comment u/NmAmDa. Yes, I definitely agree. We have this ticket which is just in code review now. Not long now, hopefully.
What are some alternatives?
PhotoPrism - AI-Powered Photos App for the Decentralized Web 🌈💎✨
Piwigo - Manage your photos with Piwigo, a full featured open source photo gallery application for the web. Star us on Github! More than 200 plugins and themes available. Join us and contribute!
double-take - Unified UI and API for processing and training images for facial recognition.
frigate - NVR with realtime local object detection for IP cameras
Home Assistant - :house_with_garden: Open source home automation that puts local control and privacy first.
librephotos - A self-hosted open source photo management service. This is the repository of the backend.
PiGallery 2 - A fast directory-first photo gallery website, with rich UI, optimized for running on low resource servers (especially on raspberry pi)
Face Recognition - The world's simplest facial recognition api for Python and the command line
insightface - State-of-the-art 2D and 3D Face Analysis Project
facenet - Face recognition using Tensorflow
PixelFed - Photo Sharing. For Everyone.