Face-Mask | Real time webcam face detection | Computer Vision library

by bensonruan JavaScript Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(8)Vulnerabilities Install Support

kandi X-RAY | Face-Mask Summary

Face-Mask is a JavaScript library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Tensorflow applications. Face-Mask has no vulnerabilities, it has a Permissive License and it has low support. However Face-Mask has 15 bugs. You can download it from GitHub.

Real time webcam face detection, protect yourself from COVID19 with a virtual mask

Support

Quality

Security

License

Reuse

Support

Face-Mask has a low active ecosystem.

It has 45 star(s) with 21 fork(s). There are 5 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 1 have been closed. On average issues are closed in 13 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of Face-Mask is current.

Quality

Face-Mask has 15 bugs (0 blocker, 0 critical, 1 major, 14 minor) and 0 code smells.

Security

Face-Mask has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

Face-Mask code analysis shows 0 unresolved vulnerabilities.

There are 6 security hotspots that need review.

License

Face-Mask is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

Face-Mask releases are not available. You will need to build from source code and install.

Installation instructions are not available. Examples and code snippets are available.

Face-Mask saves you 126 person hours of effort in developing the same functionality from scratch.

It has 318 lines of code, 0 functions and 4 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed Face-Mask and discovered the below as its top functions. This is intended to give you an instant insight into Face-Mask implemented functionality, and help decide if they suit your requirements.

Draws a mask of the given mask .
Get the absolute position of the canvas
Detects faces in effect and sets up faces .
Detect faces in the face
Change image source
Starts the camera .
Shows the camera
Before camera save
Remove capture - capture - effects
Called when the view is uploaded .

Get all kandi verified functions for this library.

Face-Mask Key Features

No Key Features are available at this moment for Face-Mask.

Face-Mask Examples and Code Snippets

No Code Snippets are available at this moment for Face-Mask.

Community Discussions

Trending Discussions on Face-Mask

Model trained on google collab not saving to my drive

a href doesnt work on image with :after content:''";

How to parse an image tag in xml sitemap?

colab face mask implementation?

What do the parameters used in crop mean?

Alternative to for-loop needed to optimize speed of working script

Tensorflow, Keras: Expected to see 1 array(s), but instead got the following list of 2 arrays

Tensorflow and Keras: OSError: unable to create model file, permission denied

QUESTION

Model trained on google collab not saving to my drive

Asked 2021-May-12 at 07:58

I am building a model for face mask detection on Google collab. I'm unable to save the model to my drive. I ran the following code on Google Collab:

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ANSWER

Answered 2021-May-12 at 07:58

Change your directory to Google drive and perform model.save()

Add %cd /content/drive/MyDrive/ to change your directory inside drive.

Another option is to give the full path while using model.save() Like this model.save('content/drive/MyDrive/face_mask_detection_alert_system.h5')

Full code

Source https://stackoverflow.com/questions/67494150

QUESTION

a href doesnt work on image with :after content:''";

Asked 2021-Apr-14 at 09:09

I'm trying to load a link after clicking my image, I used an after effect on the image with content:''; and this prevents the a href to open The href calling inside image:

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ANSWER

Answered 2021-Apr-14 at 09:09

As your overlay is covering the link, you will not be able to click the link. If you add pointer-events:none to the overlay, you should be able to click through it:

Source https://stackoverflow.com/questions/67088367

QUESTION

How to parse an image tag in xml sitemap?

Asked 2021-Mar-10 at 17:15



 https://www.news18.com/photogallery/photogallery/in-photos-five-most-expensive-face-masks-for-protection-from-covid-19-in-the-world-3519821.html 



 https://images.news18.com/ibnlive/uploads/2021/03/1615377235_mask-1.jpg 


 




 https://images.news18.com/ibnlive/uploads/2021/03/1615377250_mask-2.jpg

...

ANSWER

Answered 2021-Mar-10 at 16:47

It is a good idea to familiarize yourself with XML Namespaces first.

I'm going to assume that at a higher level you have something that is explaining what image: represents. If you don't, that's a different problem and you arguably don't have XML, just something that looks a lot like it. Here's you exact same XML but wrapped in what I assume is an Image Sitemap as defined by Google.

Source https://stackoverflow.com/questions/66568872

QUESTION

colab face mask implementation?

Asked 2020-Dec-22 at 10:21

File "/content/drive/My Drive/mask/face-mask-detector/detect_mask_image.py", line 32, in net = cv2.dnn.readNet(prototxtPath, weightsPath) cv2.error: OpenCV(4.1.2) /io/opencv/modules/dnn/src/caffe/caffe_io.cpp:1121: error: (-2:Unspecified error) FAILED: fs.is_open(). Can't open "face_detector/deploy.prototxt" in function 'ReadProtoFromTextFile'

why this error?

i was trying to implement face mask detecting system from this blog I got an error in detect_mask_image.py file

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ANSWER

Answered 2020-Jun-06 at 02:30

If you are using Colab to detect a live video from your webcam then you have to make some changes to allow WEB APIs to access the local hardware such as the webcam.

Here is a link to help.

Source https://stackoverflow.com/questions/62223161

QUESTION

What do the parameters used in crop mean?

Asked 2020-Dec-09 at 14:27

I want to crop an image properly. Lets say my image is called frame and x, y, w and h are xmin, ymin, xmax and ymax, respectively:

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ANSWER

Answered 2020-Dec-09 at 12:39

I think you got some misunderstanding about how indexing and slicing in numpy works:

For your first line y:y + h basically means slice from index y to index y + h. Same goes for the second dimension, there you take the array slice from x to x + w.

So basically x and y correspond to your xmin and ymin and you slice to xmax and ymax which is the window minimums plus the corresponding height and width; that's why you have y + h and x + w in the second part of both dimensions.

As for frame[y:y, x:x] - this makes no sense at least in python, so you might have mixed up something there. If you slice from the index to the same index, your resulting array will always be empty:

Source https://stackoverflow.com/questions/65208445

QUESTION

Alternative to for-loop needed to optimize speed of working script

Asked 2020-Jun-28 at 09:55

I already have this working but looking to optimize this. It takes a really long time to extract the article data related to this because my methodology is using a for-loop. I need to go row-by-row and it takes alittle more than a second to run each row. However, in my actual dataset I have about 10,000 rows and it is taking a really long time. Is there a way to extract the full article other than a for-loop? I am doing the same methodology for every row so I'm wondering if there is a function in R similar to like multiplying a column by a number which is super quick.

Creation of dummy dataset:

...

ANSWER

Answered 2020-Jun-28 at 09:55

You can parallelize the loop :

Source https://stackoverflow.com/questions/62595328

QUESTION

Tensorflow, Keras: Expected to see 1 array(s), but instead got the following list of 2 arrays

Asked 2020-May-26 at 11:35

I am very new to Tensorflow and Keras. I am trying to follow this tutorial "https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/". This code works perfectly when there is only one face in the frame, but when I try to detect face-mask on more than one face, it gives me this error. What can be the issue here?

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ANSWER

Answered 2020-May-26 at 11:35

AFAIK Opencv uses numpy as inputs. So you are giving it a python array of two 4 dimension numpy arrays with the shape (1,x,x,3). Because you want to give several images as input you should give one numpy array of 4 dimensions where the first dimension is the batch size. (N_imgs, width, height, channels)

Source https://stackoverflow.com/questions/62017903

QUESTION

Tensorflow and Keras: OSError: unable to create model file, permission denied

Asked 2020-May-26 at 10:04

I am using Anaconda Spyder 4.0.1, 64-bit windows and TensorFlow version 2.0. I am trying to follow this tutorial (https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/), in order to detect the person with and without a facemask. I am trying to generate a classifier file, it is giving me this error.

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ANSWER

Answered 2020-May-26 at 10:04

It got solved by model.save ('name_of_model.model'), rather than saving in 'h5' or 'hdf5' format.

Source https://stackoverflow.com/questions/61933292

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install Face-Mask

You can download it from GitHub.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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