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 46 face mask detection frameworks tracked. 1 score above 50 (established tier). The highest-rated is chandrikadeb7/Face-Mask-Detection at 51/100 with 1,604 stars.

Get all 46 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=face-mask-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	chandrikadeb7/Face-Mask-Detection Face Mask Detection system based on computer vision and deep learning using...	51	Established	1,604	Jupyter Notebook
2	Jaluus/MaskTerial Code Release for "MaskTerial: A Foundation Model for Automated 2D Material...	48	Emerging	19	Jupyter Notebook
3	z-mahmud22/Mask-RCNN_TF2.14.0 Mask R-CNN for object detection and instance segmentation on Keras and...	46	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...	42	Emerging	42	Python
5	spacewalk01/yolov5-face-mask-detection Face Mask Detection using YOLOv5	41	Emerging	39	Jupyter Notebook
6	jackfrost1411/MaskRCNN Mask RCNN implementation on a custom dataset! All incorporated in a single...	41	Emerging	18	Jupyter Notebook
7	arthurfortes/face_mask_detection A deep learning based on MobileNet architecture to detect whether a person...	39	Emerging	15	Jupyter Notebook
8	ghulamyazdani/MaskDetectionApp Project is all about detecting the mask on a person's face whether he/she...	38	Emerging	6	HTML
9	Spring-0/face-censor Detect and blur faces in any input images or videos with AI.	36	Emerging	58	Python
10	SriRamGovardhanam/wastedata-Mask_RCNN-multiple-classes predicting more than 2 classes from publicly available image data, for...	36	Emerging	39	Jupyter Notebook
11	MohabWafaie/Realtime-Face-Mask-Verification Realtime Face Mask verification using Deep Convolutional Neural Networks and...	33	Emerging	4	Jupyter Notebook
12	haibo-qiu/FROM [TPAMI 2021] End2End Occluded Face Recognition by Masking Corrupted Features	31	Emerging	50	Python
13	masukuapi/masuku-lib Masuku is an API that uses a custom YOLOv5 model to check the presence of...	31	Emerging	4	CSS
14	saswatsamal/Cogate Wearing a mask, please enter!	30	Emerging	2	JavaScript
15	nitin-bommi/Face-mask-detection A real time face mask detection model	30	Emerging	6	Python
16	simurgailab/mask-rcnn-implementation-with-custom-dataset Implementation of Mask R-CNN architecture, one of the object recognition...	29	Experimental	10	Jupyter Notebook
17	pguijas/aa_2021 Sistema de detección de mascarillas en rostros usando diferentes técnicas...	29	Experimental	1	Julia
18	yashppawar/classroom-mask-detector An AI detects the names of students who are not wearing their masks properly...	29	Experimental	1	Jupyter Notebook
19	syrax90/mask2former_tensorflow2 Mask2Former TensorFlow	29	Experimental	1	Python
20	bighneshpati/Face-Mask-Detection-using-CNN During pandemic COVID-19, WHO has made wearing masks compulsory to protect...	28	Experimental	6	Jupyter Notebook
21	regan-mu/FaceMask-Detector-with-CNN Building face mask detector with Convolutional Neural Network.	26	Experimental	6	Jupyter Notebook
22	yanuarakhid/MaskDetection Implementation of CNN (CONVOLUTIONAL NEURAL NETWORK) For Face Mask Detection...	26	Experimental	10	Jupyter Notebook
23	Prajwal10031999/Face-Mask-Detection-Flask-Web-App I created a deep learning end to end flask web app to detect face mask in...	24	Experimental	3	HTML
24	DURGESH716/Face-Mask-Detection-CNN This Deep Learning model is trained in such a way that detects people...	23	Experimental	17	Python
25	Koldim2001/Factory_detection Проект по созданию системы безопасности на предприятии, реализующей...	22	Experimental	19	Jupyter Notebook
26	manimayan/COMP_6721_Applied_AI_Face_Mask_Detector AI Face Mask Detector	21	Experimental	1	Jupyter Notebook
27	JovaniPink/masky Masky is a site and app that informs the public on mask-wearing.	21	Experimental	—	JavaScript
28	shubhangkhattar/Mask-Classification-Using-CNN-Artificial-Intelligence Deep Learning Convolutional Neural Network (CNN) using PyTorch and train it...	21	Experimental	1	Jupyter Notebook
29	salar-shdk/face-mask-detection Face Mask Detection is a project to determine whether someone is wearing...	21	Experimental	14	Python
30	kikirizki/faceboxes_libtorch Unofficial implementation of FaceBoxes: A CPU Real-time Face Detector with...	20	Experimental	7	Jupyter Notebook
31	MdAliAhnaf/frontal_3-category_face-mask_detection Mobile Net V2 was trained using custom and Kaggle datasets of 9.5k human...	19	Experimental	4	Jupyter Notebook
32	HassanRady/Face-Mask-Detector real time detection of people that are wearing face mask or not, with pytorch	17	Experimental	1	Jupyter Notebook
33	harjyotbagga/Face-Mask-Detection Check if a person has worn a face mask or not.	12	Experimental	6	Jupyter Notebook
34	Tanwar-12/Face-Mask-Detection Face mask detection is a deep learning task that involves developing models...	12	Experimental	6	Jupyter Notebook
35	zxx1218/faceDetect 随着信息技术发展，人脸检测在多领域应用广泛，但传统方法在复杂场景存在精度与速度瓶颈。深度学习Yolo算法带来突破，不过直接用于人脸检测面临诸多挑战。本研究...	12	Experimental	2	—
36	mask-classifier/mask-classifier Repositório de um artigo sobre a criação de um modelo classificador de...	11	Experimental	4	Jupyter Notebook
37	SumitKr88/COV-AID Automating the Temp screening and Mask Detection using Computer vision and...	11	Experimental	—	Jupyter Notebook
38	WaleedAhmed05/AI-Mask-Detector AI Mask Detector using Deep learning convolutional neural network	11	Experimental	—	Jupyter Notebook
39	Shubbair/Face-Mask-Detection Realtime face mask detection using deep learning	11	Experimental	—	Jupyter Notebook
40	Kushagra-sachdeva/Face-Mask-Detector REAL TIME FACE MASK DETECTION USING MACHINE LEARNING	11	Experimental	—	—
41	sreeharsha06/Face-Mask-Detection AI-based face mask detection app written in Python using Tensorflow.	11	Experimental	—	Python
42	elizabethsiegle/twilio-video-mask-ml5 Detect if someone is wearing a mask or not with Twilio Programmable Video,...	11	Experimental	4	JavaScript
43	SunilRavi7/Face_Mask_Detection_using_NN_CNN Developed a face mask detection system using CNNs to classify images as...	11	Experimental	—	Jupyter Notebook
44	RakeshTirumala/SafeFace-AI A real-time mask detection system utilizing DenseNet-121, achieving 94.6%...	10	Experimental	2	Python
45	margik1098/realtime-mask-detection Our idea for Real-time mask detection is to encouraging people to wear a “Mask.”	10	Experimental	2	PureBasic
46	M-Taghizadeh/Mask-Face-Detection-Py mask face detection built with OpenCV, Keras/TensorFlow using Deep Learning...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Face-Mask-Detection and face_mask_detection (51 vs 39) Face-Mask-Detection and MaskDetection (51 vs 26) Face-Mask-Detection and Face-mask-detection (51 vs 30) Mask-RCNN_TF2.14.0 and Mask-RCNN-TF2.7.0-keras2.7.0 (46 vs 42) Face-mask-detection and Face-Mask-Detection-using-CNN (30 vs 28) Realtime-Face-Mask-Verification and Face-mask-detection (33 vs 30)