3DDFA
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution. (by cleardusk)
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch (by 1adrianb)
3DDFA | face-alignment | |
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2 | 5 | |
3,560 | 6,832 | |
- | - | |
0.0 | 4.8 | |
about 2 years ago | 7 months ago | |
Python | Python | |
MIT License | BSD 3-clause "New" or "Revised" 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.
3DDFA
Posts with mentions or reviews of 3DDFA.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-17.
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[D] Alternatives to Mediapipe's FaceMesh for 3D Face Reconstruction
You can check DECA, 3DDFA , as they give you detailed 3d landmarks (detailed as in "denser" 3d landmarks) which is obtained through Face Blendshape Vertices.
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Concepts used in 3D face/head creation using images from consumer camera
I am aware of the work of 3ddfav2 (https://github.com/cleardusk/3DDFA) and tried the results, but the output is not as realistic as one demonstrated in above.
face-alignment
Posts with mentions or reviews of face-alignment.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-22.
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500 Realistic Vision portraits, eyes aligned, sorted by happiness
I used this to detect face landmarks: https://github.com/1adrianb/face-alignment
- Can anyone explain this code
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How to deploy a ML model as an API using Google Compute engine, Docker and flask
FROM nvcr.io/nvidia/cuda:10.0-cudnn7-runtime-ubuntu18.04 RUN DEBIAN_FRONTEND=noninteractive apt-get -qq update \ && DEBIAN_FRONTEND=noninteractive apt-get -qqy install python3-pip ffmpeg git less nano libsm6 libxext6 libxrender-dev \ && rm -rf /var/lib/apt/lists/* COPY . /app/ WORKDIR /app RUN pip3 install --upgrade pip RUN pip3 install \ https://download.pytorch.org/whl/cu100/torch-1.0.0-cp36-cp36m-linux_x86_64.whl \ git+https://github.com/1adrianb/face-alignment \ -r requirements.txt ENTRYPOINT [ "python3" ] CMD [ "app.py" ]
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AR & AI Technologies For Virtual Fitting Room Development
Such an annotation format allows the differentiation of face contour, nose, eyes, eyebrows, and lips with a sufficient accuracy level. The data for training the face landmark estimation model might be taken from such open-source libraries as Face Alignment, providing face pose estimation functionality out-of-the-box.
What are some alternatives?
When comparing 3DDFA and face-alignment you can also consider the following projects:
3DDFA_V2 - The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
first-order-model - This repository contains the source code for the paper First Order Motion Model for Image Animation
blender-NaomiLib - Blender addon for importing NaomiLib files
DensePose - A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
DAD-3DHeads - Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
deface - Video anonymization by face detection