face-mask-detection
In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building. [Moved to: https://github.com/datarootsio/tutorial-face-mask-detection] (by datarootsio)
DSFD-Pytorch-Inference
A High-Performance Pytorch Implementation of face detection models, including RetinaFace and DSFD (by hukkelas)
| face-mask-detection | DSFD-Pytorch-Inference | |
|---|---|---|
| 1 | 1 | |
| 86 | 211 | |
| - | - | |
| 10.0 | 2.2 | |
| almost 2 years ago | 27 days ago | |
| Jupyter Notebook | Python | |
| MIT License | Apache License 2.0 |
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.
face-mask-detection
Posts with mentions or reviews of face-mask-detection.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-29.
-
Face Mask Detection - tutorial
git clone https://github.com/datarootsio/face-mask-detection.git cd face-mask-detection mkdir data tar -xvf data.tar.gz -C ./data pip install -r requirements.txt
DSFD-Pytorch-Inference
Posts with mentions or reviews of DSFD-Pytorch-Inference.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-29.
-
Face Mask Detection - tutorial
We used the RetinaFace face detector to extract faces as it is the state-of-the-art in face localisation in the wild, and works in real-time on a single CPU core (Deng et al.). We used the implementation and pre-trained model available at the RetinaFace repository. Note that we used the RetinaNetMobileNetV1 model, which is much faster than RetinaNetResNet50 and DSFDDetector.
What are some alternatives?
When comparing face-mask-detection and DSFD-Pytorch-Inference you can also consider the following projects:
tutorial-face-mask-detection - In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
Playing-Cards-Classification-TensorFlow-CNN - CNN Model to Classify Playing Cards
observations
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
One-Piece-Image-Classifier - A quick image classifier trained with manually selected One Piece images.
face-mask-detection vs tutorial-face-mask-detection
DSFD-Pytorch-Inference vs tutorial-face-mask-detection
face-mask-detection vs Playing-Cards-Classification-TensorFlow-CNN
DSFD-Pytorch-Inference vs observations
face-mask-detection vs Face-Mask-Detection
face-mask-detection vs One-Piece-Image-Classifier
face-mask-detection vs observations