arthurfortes/face_mask_detection
A deep learning based on MobileNet architecture to detect whether a person is wearing correctly a mask or not.
This helps operations managers or business owners ensure compliance with mask-wearing policies in public or private spaces. It takes live video feed or images as input and identifies individuals who are not wearing a mask, or are wearing one incorrectly. This tool is for anyone responsible for health and safety protocols, such as security personnel, retail managers, or event organizers.
No commits in the last 6 months.
Use this if you need an automated way to monitor mask compliance in real-time, for example, at an entrance or within a monitored area.
Not ideal if you need a solution that can identify individuals or track compliance over long periods across multiple, disconnected locations without central integration.
Stars
15
Forks
8
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Feb 03, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/arthurfortes/face_mask_detection"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
chandrikadeb7/Face-Mask-Detection
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Jaluus/MaskTerial
Code Release for "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"
z-mahmud22/Mask-RCNN_TF2.14.0
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.14.0 and Python 3.10.
Kamlesh364/Mask-RCNN-TF2.7.0-keras2.7.0
Mask R-CNN for object detection and instance segmentation on Keras==2.7.0 and TensorFlow==2.7.0
jackfrost1411/MaskRCNN
Mask RCNN implementation on a custom dataset! All incorporated in a single python notebook!