achen353 / face-mask-detector

Proper Mask Wearing Detection and Alarm System based on Deep Learning and trained using Tensorflow/Keras

👋   Hi! My name is Andrew.

Here's are some facts about me:

• 💡   I'm a software engineer working in the San Francisco Bay Area.
• 🎓   I graduated from Georgia Tech specializing in machine learning. Happy to connect with aspiring/current Yellow Jackets interested in the tech industry!
• 🌱   I'm all up for building robust and cost-efficient ML models and delivering trustworthy AI solutions to production.
• ⛹️‍♂️   In my free time, I enjoy working out, playing basketball and learning new things.
• ✉️   Feel free to reach out to me on LinkedIn.

🛠   Tech Stack

                   

                     

             

face-mask-detector's Issues

Could not read the Face detection model

Hey when I run the code in 'detect_mask_video', I receive this error:

cv2.error: OpenCV(4.5.5) D:\a\opencv-python\opencv-python\opencv\modules\dnn\src\caffe\caffe_io.cpp:1126: error: (-2:Unspecified error) FAILED: fs.is_open(). Can't open "./face_detector_model/deploy.prototxt" in function 'cv::dnn::ReadProtoFromTextFile'

My installed libraries are:

Tensorflow~=2.7.0
matplotlib~=3.4.1
numpy~=1.19.5
scikit-learn~=0.24.1
opencv-python-headless~=4.5.5.62
dash~=1.18.1
textwrap3~=0.9.2
gunicorn~=20.0.4

Is this happening because my libraries aren't the same versions?

InvalidVersionSpec: Invalid version '~3.5.1': invalid operator

error while creating environment
conda create --name env_name --file requirements.txt

Project doesnt work

I tried this project and looks like its not tested. Are the requirements.txt having all needed libraries?

(fm1) pi@raspberrypi:/Downloads/achen353/src $ python detect_mask_images.py -i example_images/pic1.jpg
python: can't open file 'detect_mask_images.py': [Errno 2] No such file or directory
(fm1) pi@raspberrypi:/Downloads/achen353/src $ python detect_mask_image.py -i example_images/pic1.jpg
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
Traceback (most recent call last):
File "detect_mask_image.py", line 6, in
import cv2
File "/home/pi/.virtualenvs/fm1/lib/python3.7/site-packages/cv2/init.py", line 8, in
from .cv2 import *
ImportError: numpy.core.multiarray failed to import

Problem with alarm system

How could I activate the alarm system?