mask-detection

Project on mask detection

This project will be done in multiple stages. Let's start with Phase 1 : Detecting faces

Phase 1 :

The first part is to be familiar with image detection which is subset of object detection

Here we will be using pretrained model on caffe

Image credit : Image by 1138694 from Pixabay

Pretrained model from : pyimagesearch

To run : Change the python version to the required and run this from home directory

/Users/vipul/opt/anaconda3/envs/ml/bin/python /Users/vipul/Work/Github/mask-detection/app/face_detector/infer_faces.py --image app/face_detector/images/family.jpg  --prototxt app/face_detector/model/deploy.prototxt.txt  --model app/face_detector/model/res10_300x300_ssd_iter_140000.caffemodel  --confidence 0.6

The output get's stored in the out directory

Before :

After running through model

After :

The confidence is label on top of the box