Face Mask Detection ML Frameworks

Real-time and batch face mask detection systems using deep learning and computer vision. Includes implementations for detecting whether people are wearing masks in images or video streams. Does NOT include general object detection frameworks, instance segmentation (Mask R-CNN), face recognition, or other facial attribute classification tasks.

There are 39 face mask detection frameworks tracked. The highest-rated is chandrikadeb7/Face-Mask-Detection at 44/100 with 1,604 stars.

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#	Framework	Score	Tier	Stars	Language
1	chandrikadeb7/Face-Mask-Detection Face Mask Detection system based on computer vision and deep learning using...	44	Emerging	1,604	Jupyter Notebook
2	Jaluus/MaskTerial Code Release for "MaskTerial: A Foundation Model for Automated 2D Material...	41	Emerging	19	Jupyter Notebook
3	z-mahmud22/Mask-RCNN_TF2.14.0 Mask R-CNN for object detection and instance segmentation on Keras and...	39	Emerging	54	Python
4	Kamlesh364/Mask-RCNN-TF2.7.0-keras2.7.0 Mask R-CNN for object detection and instance segmentation on Keras==2.7.0...	35	Emerging	42	Python
5	spacewalk01/yolov5-face-mask-detection Face Mask Detection using YOLOv5	34	Emerging	39	Jupyter Notebook
6	jackfrost1411/MaskRCNN Mask RCNN implementation on a custom dataset! All incorporated in a single...	34	Emerging	18	Jupyter Notebook
7	arthurfortes/face_mask_detection A deep learning based on MobileNet architecture to detect whether a person...	32	Emerging	15	Jupyter Notebook
8	ghulamyazdani/MaskDetectionApp Project is all about detecting the mask on a person's face whether he/she...	31	Emerging	6	HTML
9	Spring-0/face-censor Detect and blur faces in any input images or videos with AI.	29	Experimental	58	Python
10	SriRamGovardhanam/wastedata-Mask_RCNN-multiple-classes predicting more than 2 classes from publicly available image data, for...	29	Experimental	39	Jupyter Notebook
11	harikris001/Mask-Detector Realtime Mask Detector using Yolov8	27	Experimental	7	Jupyter Notebook
12	MohabWafaie/Realtime-Face-Mask-Verification Realtime Face Mask verification using Deep Convolutional Neural Networks and...	26	Experimental	4	Jupyter Notebook
13	masukuapi/masuku-lib Masuku is an API that uses a custom YOLOv5 model to check the presence of...	24	Experimental	4	CSS
14	haibo-qiu/FROM [TPAMI 2021] End2End Occluded Face Recognition by Masking Corrupted Features	24	Experimental	50	Python
15	nitin-bommi/Face-mask-detection A real time face mask detection model	23	Experimental	6	Python
16	syrax90/mask2former_tensorflow2 Mask2Former TensorFlow	23	Experimental	1	Python
17	saswatsamal/Cogate Wearing a mask, please enter!	23	Experimental	2	JavaScript
18	yashppawar/classroom-mask-detector An AI detects the names of students who are not wearing their masks properly...	22	Experimental	1	Jupyter Notebook
19	Meirbek-dev/face-mask_detector Обнаружие маски на лице в реальном времени	22	Experimental	1	Jupyter Notebook
20	simurgailab/mask-rcnn-implementation-with-custom-dataset Implementation of Mask R-CNN architecture, one of the object recognition...	22	Experimental	10	Jupyter Notebook
21	pguijas/aa_2021 Sistema de detección de mascarillas en rostros usando diferentes técnicas...	22	Experimental	1	Julia
22	bighneshpati/Face-Mask-Detection-using-CNN During pandemic COVID-19, WHO has made wearing masks compulsory to protect...	21	Experimental	6	Jupyter Notebook
23	RevDra/human-face-detection Real-time Human Face Detection Web App powered by YOLOv12 & Flask. Features...	20	Experimental	1	Jupyter Notebook
24	yanuarakhid/MaskDetection Implementation of CNN (CONVOLUTIONAL NEURAL NETWORK) For Face Mask Detection...	19	Experimental	10	Jupyter Notebook
25	JovaniPink/masky Masky is a site and app that informs the public on mask-wearing.	19	Experimental	—	JavaScript
26	regan-mu/FaceMask-Detector-with-CNN Building face mask detector with Convolutional Neural Network.	19	Experimental	6	Jupyter Notebook
27	Prajwal10031999/Face-Mask-Detection-Flask-Web-App I created a deep learning end to end flask web app to detect face mask in...	17	Experimental	3	HTML
28	DURGESH716/Face-Mask-Detection-CNN This Deep Learning model is trained in such a way that detects people...	16	Experimental	17	Python
29	Koldim2001/Factory_detection Проект по созданию системы безопасности на предприятии, реализующей...	15	Experimental	19	Jupyter Notebook
30	shubhangkhattar/Mask-Classification-Using-CNN-Artificial-Intelligence Deep Learning Convolutional Neural Network (CNN) using PyTorch and train it...	14	Experimental	1	Jupyter Notebook
31	manimayan/COMP_6721_Applied_AI_Face_Mask_Detector AI Face Mask Detector	14	Experimental	1	Jupyter Notebook
32	MeghaShivhare/Face-Mask-and-Helmet-Detection A CNN based deep learning model made to detect face masks and helmets (Hard...	14	Experimental	1	HTML
33	salar-shdk/face-mask-detection Face Mask Detection is a project to determine whether someone is wearing...	14	Experimental	14	Python
34	kikirizki/faceboxes_libtorch Unofficial implementation of FaceBoxes: A CPU Real-time Face Detector with...	13	Experimental	7	Jupyter Notebook
35	MdAliAhnaf/frontal_3-category_face-mask_detection Mobile Net V2 was trained using custom and Kaggle datasets of 9.5k human...	12	Experimental	4	Jupyter Notebook
36	KaranVishwakarma-1807/Face-Mask-Detection Real-time face mask detection using TensorFlow and OpenCV — train a CNN...	11	Experimental	—	Python
37	GenesisBlock3301/real-time-mask-detection A real-time face mask detection project using CNN, transfer learning with...	11	Experimental	—	Jupyter Notebook
38	siddhartha-creator/real-time-face-mask-detection Real-time Face Mask Detection using MobileNetV2 and OpenCV with SSD face...	11	Experimental	—	Jupyter Notebook
39	HassanRady/Face-Mask-Detector real time detection of people that are wearing face mask or not, with pytorch	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Face-Mask-Detection and Face-mask-detection (44 vs 23) Mask-RCNN_TF2.14.0 and Mask-RCNN-TF2.7.0-keras2.7.0 (39 vs 35)