retinaface
RetinaFace: Deep Face Detection Library for Python (by serengil)
insightface
State-of-the-art 2D and 3D Face Analysis Project (by deepinsight)
| retinaface | insightface | |
|---|---|---|
| 2 | 34 | |
| 958 | 21,301 | |
| - | 1.9% | |
| 7.7 | 7.7 | |
| 3 days ago | 19 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
retinaface
Posts with mentions or reviews of retinaface.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-31.
-
what is the best and most optimized model for face detection/face alignment. best for cuda
I tried this implementation https://github.com/serengil/retinaface
-
Using Edge Biometrics For Better AI Security System Development
For face detection, we used the RetinaFace model with a MobileNet backbone from the InsightFace project. This model outputs four coordinates for each detected face on an image as well as 5 facial landmarks. The fact that images captured at different angles or with different optics can change the proportions of the face due to distortion. This may cause the model to struggle identifying the person.
insightface
Posts with mentions or reviews of insightface.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-22.
-
Indexing iCloud Photos with AI Using LLaVA and Pgvector
I haven't used it for search, but I believe Insightface's embeddings can be used for this purpose. https://insightface.ai/
-
InsightFace are trying to kill off AI competitors on YouTube
This is Picsi.ai/InsightFace Discord server: https://discord.gg/Ym3X8U59ZN The COO of the company, enforcing these strikes is Discord user unmoved.mover This is the github of insightface: https://github.com/deepinsight/insightface
-
FaceFusion: Next generation face swapper and enhancer
Insightface offering improved model but closed source via discord bot.
https://github.com/deepinsight/insightface/issues/2294
https://github.com/deepinsight/insightface/issues/2315
-
Can I detect the physical orientation of a person using OpenCV?
The easiest I've found so far is to use InsightFace. When you call it on an image, it will return both a 2D and 3D mesh showing the orientation of the face.
-
Running Deepsight / Insightface on a linode server
Let's say I want to make a flask api using insightface on a linode server. How much ram do I really need?
-
How can Stable Diffusion help with blurs around edges for face swaps? Any ideas are welcome
I have tried Insightface ( https://insightface.ai/ ). But it struggles with face edges. i have used GFPGAN too, but that still leaves blurs around the face. Notice below https://www.youtube.com/watch?v=jWIAVjVeG1I
-
Open source software has gotten a lot better at having smooth swaps. Below is what i got.
Mainly as the base model. https://insightface.ai/ There was some post processing done to further improve quality. https://github.com/TencentARC/GFPGAN
-
I'm getting this big ass error after install roop extension. It appears as installed in my extensions tab but doesn't show any where under t2i or i2i. Please help.
in this page says that you need the onxruntime to run it https://github.com/deepinsight/insightface/tree/master/python-package
-
The ROOP extension made my face fine-tune/dreambooth efforts almost irrelevant
According to this, they're working on a paper for the 256 model right now.
-
Robert Jordan's Casting Choice for Mat
This is a tongue-in-cheek variation of a WIP for Mat Cauthon. RJ has a list of casting choices and a young James Garner was his selection for Mat Cauthon. The illustration itself is from my own WIP, and no, Mat doesn't look like James Garner in my version. I used Insight Faceswap, https://insightface.ai/ along with a pic of a young James Garner. Made me laugh...
What are some alternatives?
When comparing retinaface and insightface you can also consider the following projects:
yolov8-face - yolov8 face detection with landmark
Face Recognition - The world's simplest facial recognition api for Python and the command line
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
deepface - A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
facenet - Face recognition using Tensorflow
ECAPA-TDNN - Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
sd-webui-roop - roop extension for StableDiffusion web-ui
tiny - Tiny Face Detector, CVPR 2017
CompreFace - Leading free and open-source face recognition system
face-alignment - :fire: 2D and 3D Face alignment library build using pytorch
FaceFusion - Next generation face swapper and enhancer