FaceAttribute | Six face attributes predication from a single face image | Computer Vision library

by WynMew Python Version: Current License: Non-SPDX

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

kandi X-RAY | FaceAttribute Summary

FaceAttribute is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Pytorch, Generative adversarial networks applications. FaceAttribute has no bugs, it has no vulnerabilities and it has low support. However FaceAttribute build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Six face attributes (Attractive, EyeGlasses, Male, MouthOpen, Smiling, Young) predication from a single face image. PyTorch implementation. Trained using celebA dataset.

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Quality

Security

License

Reuse

Support

FaceAttribute has a low active ecosystem.

It has 125 star(s) with 32 fork(s). There are 8 watchers for this library.

It had no major release in the last 6 months.

There are 3 open issues and 4 have been closed. On average issues are closed in 145 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of FaceAttribute is current.

Quality

FaceAttribute has 0 bugs and 0 code smells.

Security

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

FaceAttribute code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

FaceAttribute has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

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

FaceAttribute has no build file. You will be need to create the build yourself to build the component from source.

FaceAttribute saves you 762 person hours of effort in developing the same functionality from scratch.

It has 1756 lines of code, 58 functions and 13 files.

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

Top functions reviewed by kandi - BETA

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

Detects the face of the image
Pad boxes A
Generate bounding box for a given map
Compute NMS of boxes
Calibrate bounding box
Rerecre rerecursion
Train the model
Add the given value to the file
Test the loss function
Detects the face of a face
Detects the face of the input image
Save checkpoint to file
Adjust the learning rate
Add a loss log file

Get all kandi verified functions for this library.

FaceAttribute Key Features

No Key Features are available at this moment for FaceAttribute.

FaceAttribute Examples and Code Snippets

No Code Snippets are available at this moment for FaceAttribute.

Community Discussions

Trending Discussions on FaceAttribute

How to add image depending on what result or emotion it might detect

Android App Keep Crashing Caused by: java.lang.NullPointerException: Attempt to invoke virtual method

React Native Component Exception: undefined is not an object (evaluating'_this')

Face API with node.js using Axios

How to store a json response in a variable

Rotate a face in JavaScript (Node.js 10)

How to read JSON files and store values into a variable

Undefined index: faceId in /storage/ssd1/900/12273900/public_html/upload_image.php on line 30

How to update Kivy interface continuously with API response?

Azure Deserialize JSON Response C#

QUESTION

How to add image depending on what result or emotion it might detect

Asked 2021-Jun-10 at 07:13

I have been trying to figure this out all day, as I would like to add an image depending on the outcome of the emotion may detect. Just wanted to add some some images but I'm still new to this. Can anyone help me with this one to.

btw here's my code:

...

ANSWER

Answered 2021-Jun-10 at 07:13

I guess detectWithStream is you want.

Official Doc: Faces.detectWithStream Method

From Java SDK, the List object will return if successful.

Source https://stackoverflow.com/questions/67884096

QUESTION

Android App Keep Crashing Caused by: java.lang.NullPointerException: Attempt to invoke virtual method

Asked 2021-Mar-05 at 16:40

I'm trying to create an application that can detect emotions through face, voice, and text. To do so, I created three buttons that will direct to the specific Activities.

I'm using Azure Cognitive service to detect the face.

but my app keeps crashing whenever I clicked on the first button "face" instead of opening the FaceEmotionActivity.

following is the error

...

ANSWER

Answered 2021-Mar-05 at 16:40

FaceEmotionActivity is setting the wrong layout

setContentView(R.layout.activity_main);

Source https://stackoverflow.com/questions/66496292

QUESTION

React Native Component Exception: undefined is not an object (evaluating'_this')

Asked 2020-Oct-22 at 06:31

Iam working on face recognition app using react native 0.63. I am runing my project using react-native run-android. I get Component Exception undefined is not an object(evaluating '_this'). I am new to react native and I do not understand the meaning of this error. I am following the tutorial for this app but the tutorial is very old and thats why I am unable to update the code to latest version of react native. Here is the link of tutorial Face Recognition using react native. Please take a look and resolve my issue.

...

ANSWER

Answered 2020-Oct-22 at 06:31

Your component is defined as const Detector = props => { making it a function component. Function components don't have a "this" and don't have methods like setState or componentDidMount. There are two ways you can solve your problem.

Either you make a component that inherits from React.Component. See the docs. When you do this, this will be available, as well as other component methods like this.setState.
Or you use hooks like useState to manage the state inside your components. docs

Which one you choose depends on preference, although hooks is the "newer" way of doing things.

Source https://stackoverflow.com/questions/64476266

QUESTION

Face API with node.js using Axios

Asked 2020-Sep-21 at 02:06

I'm using Azure's cognitive service Face API to analyze images. I'd gotten it working earlier using url links to images without issue, but I'm trying to get it working with local images. I'd found a question asked that's exactly what I'm looking for with a request.post, but I'm trying to get it working with axios. My code:

...

ANSWER

Answered 2020-Sep-21 at 02:06

If you want to run Axios in the node environment, we should use Stream, Buffer as request body data. For more details, please refer to here.

For example

Source https://stackoverflow.com/questions/63959202

QUESTION

How to store a json response in a variable

Asked 2020-Aug-17 at 19:46

params = {                                                                      #API parameters
        'returnFaceId': 'false',
        'returnFaceLandmarks': 'false',
        'returnFaceAttributes': 'smile',
    }

    response = requests.post(face_api_url, params=params,
                             headers=headers, json={"url": image_url})
    print(json.dumps(response.json()))

...

ANSWER

Answered 2020-Aug-17 at 19:43

This is how you'd access it in this example. The return type is a list of dictionaries.

Source https://stackoverflow.com/questions/63457545

QUESTION

Rotate a face in JavaScript (Node.js 10)

Asked 2020-Aug-17 at 06:15

I am following a face recognition algorithm but I need to rotate all faces to align them vertically to its rectangle.

The face rectangle is not rotated (its angle is 0) and it contains the full face that has been recognised. The face sometimes is rotated "faceAngle" degrees, so what I have implement is a function that rotate it (the face) "-faceAngle" degrees with the center of the face rectangle as pivot point (the point of reference).

Pd: The face is identified by 20 landmarks.

This is how the face rectangle looks like: https://docs.microsoft.com/es-es/azure/cognitive-services/face/images/face.detection.jpg

Here is my code:

...

ANSWER

Answered 2020-Aug-17 at 06:15

I have found the error... It was that the LandMarks were relative-to-image and not relative -to-rectangle, so I had to change them before rotating because the pivot point was relative-to-rectangle.

Just make sure you get the position of each landmark relative to the rectangle before rotating it. Other solution would be to take the center of the rectangle but relative-to-image instead of relative-to-rectangle, and use the original (relative-to-image) landmarks.

Source https://stackoverflow.com/questions/63444203

QUESTION

How to read JSON files and store values into a variable

Asked 2020-Aug-11 at 10:30

I am working on a project which outputs a JSON file with certain characteristics, example below. How can I extract the values that are assigned to the "top", "left", "width" and "height" and assign these values to separate variables within Python3.7.

...

ANSWER

Answered 2020-Aug-11 at 09:06

import json

json_data = json.loads(data_to_load)

top = json_data[0]['faceRectangle']['top']
left = json_data[0]['faceRectangle']['left']
width = json_data[0]['faceRectangle']['width']
height = json_data[0]['faceRectangle']['height']

Source https://stackoverflow.com/questions/63354943

QUESTION

Undefined index: faceId in /storage/ssd1/900/12273900/public_html/upload_image.php on line 30

Asked 2020-May-17 at 15:00

I'm trying to parse JSON and extract a specific key, called faceId from it using PHP. But, when I try to parse it, I face the following error.

...

ANSWER

Answered 2020-May-17 at 15:00

That json is an object in an array

Source https://stackoverflow.com/questions/61853806

QUESTION

How to update Kivy interface continuously with API response?

Asked 2020-Apr-30 at 18:04

I am trying to do a basic system that can take the frame from webcam and send it to Azure Face API for emotion recognition and show the result on Kivy interface on my mac.

I have tried:

1 - write kivy classes mytest and MyApp inside while loop but the interface stuck due to the internal loop of kivy.

2- calling the result_print function inside the loop like this:

...

ANSWER

Answered 2020-Apr-30 at 18:04

I think you should put the code that accesses the webcam in a separate thread, and then call Clock.schedule_once() to do the Kivy interface update. Something like this:

Source https://stackoverflow.com/questions/61527821

QUESTION

Azure Deserialize JSON Response C#

Asked 2020-Feb-16 at 08:35

I try to deserialize my JSON Response which is at below, but when i print the content of each parameter, it shows error.

My JSON Resposne:

...

ANSWER

Answered 2020-Feb-16 at 08:35

Try this code:

Source https://stackoverflow.com/questions/60246519

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

Vulnerabilities

No vulnerabilities reported

Install FaceAttribute

You can download it from GitHub.
You can use FaceAttribute like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

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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