chandrikadeb7/Face-Mask-Detection
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Leverages MobileNetV2 architecture for lightweight inference suitable for embedded deployment on Raspberry Pi and edge devices, combined with a Caffe-based face detector for frontal face localization. The system supports both static image and real-time video stream processing through separate inference pipelines, achieving 98% accuracy on a 4,095-image dataset of real masked/unmasked faces collected via Bing Search API and Kaggle sources.
1,604 stars. No commits in the last 6 months.
Stars
1,604
Forks
864
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 21, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/chandrikadeb7/Face-Mask-Detection"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
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
Jaluus/MaskTerial
Code Release for "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"
spacewalk01/yolov5-face-mask-detection
Face Mask Detection using YOLOv5
Spring-0/face-censor
Detect and blur faces in any input images or videos with AI.