FaceDetection | implement MTCNN , a perfect face detect algorithm | Machine Learning library

by OAID C++ Version: Current License: Apache-2.0

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | FaceDetection Summary

FaceDetection is a C++ library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. FaceDetection has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

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FaceDetection has a low active ecosystem.

It has 257 star(s) with 115 fork(s). There are 25 watchers for this library.

It had no major release in the last 6 months.

There are 4 open issues and 9 have been closed. On average issues are closed in 32 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of FaceDetection is current.

Quality

FaceDetection has no bugs reported.

Security

FaceDetection has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

FaceDetection is licensed under the Apache-2.0 License. This license is Permissive.

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

Reuse

FaceDetection releases are not available. You will need to build from source code and install.

Installation instructions, examples and code snippets are available.

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FaceDetection Key Features

No Key Features are available at this moment for FaceDetection.

FaceDetection Examples and Code Snippets

No Code Snippets are available at this moment for FaceDetection.

Community Discussions

Trending Discussions on FaceDetection

Tensor Tensor("flatten/Reshape:0", shape=(?, 2622), dtype=float32) is not an element of this graph

Use cv2.videocapture without it opening a window

multi-threading, what is wrong with my code

How to extract methods that call MLKit process(), outside of CameraX analyze()?

How to print a message on browser using javascript and HTML

CocoaPods could not find compatible versions for pod GoogleDataTransport when installing GoogleMLKit Face Detection

in android studio doing face detection using opencv. E/AndroidRuntime: FATAL EXCEPTION: main

FaceDetector was not released with FaceDetector.release()

Integrating Native code with CameraX to Custom React Native Component Fails

How to save API response to csv with Python

QUESTION

Tensor Tensor("flatten/Reshape:0", shape=(?, 2622), dtype=float32) is not an element of this graph

Asked 2021-May-24 at 09:55

Hello StackOverFlow Team: I built a model based on (Vgg_Face_Model) with weights loaded (vgg_face_weights.h5). Note that I use tensorflow-gpu = 2.1.0 , and keras=2.3.1 , with Anaconda 3 create it as interpreter and used with pycharm But the code shows an error in the part :

...

ANSWER

Answered 2021-May-24 at 09:55

from tensorflow.python.keras.backend import set_session
sess = tf.Session()

#This is a global session and graph
graph = tf.get_default_graph()
set_session(sess)


#now where you are calling the model
global sess
global graph
with graph.as_default():
    set_session(sess)
    input_descriptor = [model.predict(face), img]

Source https://stackoverflow.com/questions/67659336

QUESTION

Use cv2.videocapture without it opening a window

Asked 2021-May-02 at 05:22

I am trying to use face detection but I do not want the video feed window to open up when I use videocapture, this is the code I'm working on:

...

ANSWER

Answered 2021-May-02 at 05:22

Reomve cv2.imshow('img', img) and replace it with print(faces)

cv2.imshow() is responsible for opening of image window.

Source https://stackoverflow.com/questions/67353210

QUESTION

multi-threading, what is wrong with my code

Asked 2021-Apr-08 at 19:57

I was trying to make faster my frames in opencv, it was so slow using it normal, so I decided to ask it here Make faster videocapture opencv the answer was to use multi threading to make it faster, so I code it like this

...

ANSWER

Answered 2021-Apr-08 at 19:57

Your VideoStream class's init looks ok, but I think you might have better luck creating a cv2 VideoCapture object in the init as well:

Source https://stackoverflow.com/questions/67010610

QUESTION

How to extract methods that call MLKit process(), outside of CameraX analyze()?

Asked 2021-Jan-20 at 19:43

For code clarity and better reusability I'd like to have something like this

...

ANSWER

Answered 2021-Jan-20 at 19:43

I've found the culprit. I pasted the first code example wrong, with imageProxy.close() after the block called for addOnSuccessListener { }, but in reality it was always inside it. The current situation is

Source https://stackoverflow.com/questions/65813291

QUESTION

How to print a message on browser using javascript and HTML

Asked 2020-Dec-15 at 03:42

I am currently working on face detection on a browser. Below is the snippet for my java script code. it detect the bounding boxes when face is visible in the screen. I want to print a message on the canvas when the face is not detected by my model. In that case predictions.length will be equal to 0 here is my code ,how do I modify it for my functionality

...

ANSWER

Answered 2020-Dec-15 at 03:30

Check the predictions length
If no predictions, render an error message in the canvas

Source https://stackoverflow.com/questions/65299195

QUESTION

CocoaPods could not find compatible versions for pod GoogleDataTransport when installing GoogleMLKit Face Detection

Asked 2020-Oct-28 at 13:26

So I tried to install ML Kit Face Detection library by following this documentation, so first I added this line in my podfile:

...

ANSWER

Answered 2020-Jun-17 at 09:35

This fixed the problem for me:

pod deintegrate
sudo gem install cocoapods-clean
pod clean
pod setup
pod install

Source https://stackoverflow.com/questions/62423247

QUESTION

in android studio doing face detection using opencv. E/AndroidRuntime: FATAL EXCEPTION: main

Asked 2020-Oct-14 at 17:04

I am doing face detection application using opencv.the app is installed in the phone but due to fatal error it get closed suddenly. this is my MainActivity.java

...

ANSWER

Answered 2020-Oct-14 at 17:04

Ciao,

I have two feelings about your code:

1 - in your onCreate activity you are missing a line as:

Source https://stackoverflow.com/questions/64354355

QUESTION

FaceDetector was not released with FaceDetector.release()

Asked 2020-Oct-07 at 17:20

I am working with ML face detector: https://developers.google.com/ml-kit/vision/face-detection/android#kotlin_2

And I take an image from Camera2 and process it. But I constantly have the error "FaceDetector was not released with FaceDetector.release()"

More details:

...

ANSWER

Answered 2020-Oct-07 at 17:20

I finally figured out how did this error happen!

There must be only one instance of the detector. And the error was in another part of my code (I am new to android and first time working with camera2):

Source https://stackoverflow.com/questions/64213266

QUESTION

Integrating Native code with CameraX to Custom React Native Component Fails

Asked 2020-Sep-28 at 10:30

Hello I have an app that used now deprecated Camera module in android for displaying the camera view and drawing filters onto it using mlkit face detection. Recently we've decided to upgrade it to CameraX, I did all the necessary steps to make it work as a separate android app and it works. When I want to incorporate it to our existing Custom React Native module no matter what I do, it doesn't show anything on the screen. I've checked the view sizes and they seem to be ok. Below is the code I use to start the camera module.

...

ANSWER

Answered 2020-Sep-28 at 10:30

The issue happens because the relative layout is not resized after being added to the scene. The workaround is not mine, but I could not find where it was from right now so I'll just leave it here in case someone else is having the similar issue. I solved the issue by calling the layoutHack in the constructor of my RelativeLayout

Source https://stackoverflow.com/questions/63896520

QUESTION

How to save API response to csv with Python

Asked 2020-Aug-03 at 19:37

I'm getting facedetection data from an API in this form:

...

ANSWER

Answered 2020-Aug-03 at 19:37

You can do this relatively easily with the pandas and json libraries.

Source https://stackoverflow.com/questions/63235420

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

Vulnerabilities

No vulnerabilities reported

Install FaceDetection

Bulid caffe, mxnet or tensorflow first Please edit makefile.mk (set xxx_ON flags to enable corresponding dp framework) to select one or more to be supported. Edit Makefile to set CAFFE_ROOT, MXNET_ROOT or TENSORFLOW_ROOT to the right path in your machine. For example : CAFFE_ROOT=/usr/local/AID/Caffe-HRT/.
Bulid caffe, mxnet or tensorflow first Please edit makefile.mk (set xxx_ON flags to enable corresponding dp framework) to select one or more to be supported Build Caffe-HRT, refer to Caffe-HRT Release notes Build MXNet-HRT, refer to MXNet-HRT release notes Build tensorflow, to generate libtensorflow.so, please use: bazel build --config=opt //tensorflow/tools/lib_package:libtensorflow the tarball, bazel-bin/tensorflow/tools/lib_package/libtensorflow.tar.gz, includes the libtensorflow.so and c header files
Edit Makefile to set CAFFE_ROOT, MXNET_ROOT or TENSORFLOW_ROOT to the right path in your machine. For example : CAFFE_ROOT=/usr/local/AID/Caffe-HRT/.
make -j4

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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