Face Mask Detection With Computer Vision Using Keras

Download Additional Files :

Dataset: https://drive.google.com/drive/folders/1gH2SjVGgoIxYFwtFLTdt9hqTXc-B-Ux3?usp=sharing

Model-Variables: https://drive.google.com/drive/folders/1DBWTkcUtzBJdeio-MQVUM61MK18jRGev?usp=sharing

• This repository consists of files required to deploy a Face Mask Detection With Computer Vision Using Keras

• Please do ⭐ the repository, if it helped you in anyway.

Authors

• @Akash Kumar Jha

Deployment

1. Data Preprocessing
2. Building CNN Architecture & its Deployment
3. Detecting mask without faces

Installation

To install the libraries used in this project. Follow the below steps:

#Data Preprocessing
import cv2
import os
import numpy as np
from keras.utils import np_utils

#Building CNN Architecture & its Deployment
import numpy as np
from keras.models import Sequential
from keras.layers import Dense,Activation,Flatten,Dropout
from keras.layers import Conv2D,MaxPooling2D
from keras.callbacks import ModelCheckpoint
from sklearn.model_selection import train_test_split
from matplotlib import pyplot as plt

#Detecting mask without faces
from keras.models import load_model
import cv2
import numpy as np

Running Flask Api

To run tests, run the following command

  python app.py

🚀 About Me

Data Scientist Enthusiast | Petroleum Engineer Graduate | Solving Problems Using Data

Hi, I'm Akash! 👋

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Other Me

👩‍💻 I’m interested in Petroleum Engineering

🧠 I’m currently learning Data Scientist | Data Analytics | Business Analytics

👯‍♀️ I’m looking to collaborate on Ideas & Data

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1. Data Scientist
2. Data Analyst
3. Business Analyst
4. Machine Learning

Future Plans

⚡️ Looking forward to help drive innovations into your company as a Data Scientist

⚡️ Looking forward to offer more than I take and leave the place better than i found