Emotion-recognition | Real time emotion recognition | Machine Learning library
kandi X-RAY | Emotion-recognition Summary
kandi X-RAY | Emotion-recognition Summary
Emotion recognition is a technique used in software that allows a program to "read" the emotions on a human face using advanced image processing. Companies have been experimenting with combining sophisticated algorithms with image processing techniques that have emerged in the past ten years to understand more about what an image or a video of a person's face tells us about how he/she is feeling and not just that but also showing the probabilities of mixed emotions a face could has.
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- Small xception .
- Simple miniXception .
- Simple simple CNN .
- big xception
- Simple CNN .
- Load faces and emotions .
- Preprocess an input array .
Emotion-recognition Key Features
Emotion-recognition Examples and Code Snippets
Community Discussions
Trending Discussions on Emotion-recognition
QUESTION
I'm following this tutorial from Nabeel Ahmed to create your own emotion detector using Keras (I'm a noob) and I've found a strange behaviour that I'd like to understand. The input data is a bunch of 48x48 images, each one with an integer value between 0 and 6 (each number stands for an emotion label), which represents the emotion present in the image.
...ANSWER
Answered 2022-Jan-20 at 07:04You seem to be working with sparse integer labels, where each sample belongs to one of seven classes {0, 1, 2, 3, 4, 5, 6}, so I would recommend using SparseCategoricalCrossentropy instead of CategoricalCrossentropy as your loss function. Just change this parameter and your model should work fine. If you want to use CategoricalCrossentropy, you will have to one-hot encode your labels, for example with:
QUESTION
In my one .py file I created a model and saved the .pkl file of it to use afterward for analysis. The model is formed using the code from this kaggle emotional data set https://www.kaggle.com/shivamburnwal/speech-emotion-recognition The issue is that when I am using this code's model to detect the emotion of new audio then the output is in one hot encoded format. Is there any way using which I can get the actual emotion('happy','fear' etc.) instead of 1's and 0's.
...ANSWER
Answered 2021-Jul-19 at 13:51prediction output is a list like this:
QUESTION
So I copied some code to try and figure out machine learning in python(link = https://data-flair.training/blogs/python-mini-project-speech-emotion-recognition). Overall it worked out great but now I do not know how to use it (input a file of my own and analyze it).
...ANSWER
Answered 2020-Aug-18 at 18:39Use model.predict() on your new audio file. That should return your desired output.
QUESTION
I am looking for a way to download a specific file from github using a PowerShell commands.
The URL to the file that I try to download is the following: https://github.com/soulcurrymedia/twitter-emotion-recognition/blob/master/models/allowed-chars.pkl
I have tried the following but it has downloaded html script rather than the actual file
...ANSWER
Answered 2020-Jun-04 at 14:03You need to use a direct-download link for it to work. In this case the link is:
QUESTION
I'm trying to make an executable file (.exe file for windows) for the code here. The main file to run is src/GUI.py. I found that pyinstaller is a better option to create the exe file.
I tried both one folder and single executable file options. I tried creating the exe from root directory and as well as in src directory.
ANSWER
Answered 2020-May-09 at 08:03This is an issue with setuptools as explained in this github ticket. Consider downgrading your setuptools to 44.0 or below with the command
QUESTION
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 18:04I 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:
QUESTION
I have a python + electronJS + Djangao app. I am trying to launch a python script with a button click (from the HTML front end).
The app launches fine. But when I click the button to launch the python script from the HTML window, nothing happens (I get a blank HTML page).
Here is my java script file:
...ANSWER
Answered 2020-Feb-08 at 19:35First, you need to make sure the button sends a post request when clicked. For example, let's assume the button sends a post request to a url 'execute_script/'.
Then, urls.py should look like:
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Install Emotion-recognition
You can use Emotion-recognition 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.
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