Stack Overflow
stackoverflow.com › questions › 38030999 › face-recognition-using-fisher-faces-opencv-python
Face recognition using Fisher Faces OpenCV Python - Stack Overflow
import cv2, os import numpy as np recognizer = cv2.createFisherFaceRecognizer() # Eigenface Recognizer def get_images_and_labels(path): image_paths = [os.path.join(path, f) for f in os.listdir(path)] images = [] labels = [] for image_path in image_paths: image_pil = cv2.imread(image_path,0) image = np.array(image_pil, 'uint8') indx = os.path.split(image_path)[1].split(".")[0] images.append(image) labels.append(int(indx)) cv2.imshow("Adding faces to traning set...", image_pil) cv2.waitKey(50) return images, labels path ='G:\Resizing\Fisher Faces\data' images, labels = get_images_and_labels(path
GitHub
github.com › informramiz › opencv-face-recognition-python
GitHub - informramiz/opencv-face-recognition-python: Face Recognition using OpenCV and Python. · GitHub
It just takes a few lines of code to have a fully working face recognition application and we can switch between all three face recognizers with a single line of code change. It's that simple.
face recognition using OpenCV and Python in live video [project]
It might be shocking to you but there is like OVER 9000 examples, especially when you use a ready to go package ;) More on reddit.com
1
0
April 26, 2021Facial Detection with python in just 2 mims [tutorial]
It’s frustrating to see (every time more often) this “object detection in x minutes” posts where apparently someone who probably still has to learn to use Python properly can brag about doing object detection. Basically all these posts have something in common: you are not doing anything but executing the code that someone else did, without any knowledge on how to do it yourself. I guess there is no problem with that, but you’re basically like any other user that downloads an app. Please people, try to do the job of understanding how to do your own code from scratch or at least training your own datasets. Try to learn how things works if you want to brag that you know how to do them. It is completely feasible to understand and learn how to do this stuff. Don’t fake it by taking away the works of other people and sell them as yours. Be a developer. More on reddit.com
62
1002
September 3, 2020Replicating Face Mask Detection - OpenCV and MobileNetV2
ngl I looked at this for like 3 mins wondering when the gif would end... More on reddit.com
74
3089
June 12, 2020Facial Recognition using python
opencv and dlib should do whatever you want. just go through pyimagesearch blog and you will find whatever you want. also if you want to know the exact position of a face parts, you can search for 68 point facial landmark. More on reddit.com
35
206
May 6, 2020GitHub
github.com › informramiz › opencv-face-recognition-python › blob › master › README.md
opencv-face-recognition-python/README.md at master · informramiz/opencv-face-recognition-python · GitHub
Face Recognition is a fascinating idea to work on and OpenCV has made it extremely simple and easy for us to code it. It just takes a few lines of code to have a fully working face recognition application and we can switch between all three face recognizers with a single line of code change. It's that simple. Although EigenFaces, FisherFaces and LBPH face recognizers are good but there are even better ways to perform face recognition like using Histogram of Oriented Gradients (HOGs) and Neural Networks.
Author: informramiz
O'Reilly
oreilly.com › library › view › learning-opencv-4 › 9781789531619 › 744b73aa-6892-4c9b-9043-989cbd3a1947.xhtml
Performing face recognition with Fisherfaces - Learning OpenCV 4 Computer Vision with Python 3 - Third Edition [Book]
February 20, 2020 - Content preview from Learning OpenCV 4 Computer Vision with Python 3 - Third Edition · What about Fisherfaces? The process does not change much; we simply need to instantiate a different algorithm. With default arguments, the declaration of our model variable would look like this: model = cv2.face.FisherFaceRecognizer_create() cv2.face.FisherFaceRecognizer_create takes the same two optional arguments as cv2.createEigenFaceRecognizer_create: the number of principal components to keep and the confidence threshold.
Authors: Joseph HowseJoe Minichino
Published: 2020
Pages: 372
SuperDataScience
superdatascience.com › home › face recognition using opencv and python: a beginner’s guide
Face recognition using OpenCV and Python: A beginner's guide
July 18, 2025 - It just takes a few lines of code to have a fully working face recognition application. We can switch between all three OpenCV face recognizers by changing only a single line of code. It’s that simple. Although EigenFaces, FisherFaces, and LBPH face recognizers are fine, there are even better ways to perform face recognition like using Histogram of Oriented Gradients (HOGs) and Neural Networks.
Tanay-choudhary
tanay-choudhary.github.io › project › face-recognition
Tanay Choudhary - REAL-TIME FACE RECOGNITION (EIGENFACES AND FISHERFACES)
This is a small Python program I wrote in collaboration with Abhishek Patil as a final project for EECS 332: Introduction to Computer Vision, winter 2016. It performs face detection using Haar cascades based on the Viola-Jones framework, as well as face recognition with a choice of two of the most popular algorithms for this purpose - EigenFaces and FisherFaces...
OpenCV
docs.opencv.org › 2.4.13.7 › modules › contrib › doc › facerec › facerec_tutorial.html
Face Recognition with OpenCV — OpenCV 2.4.13.7 documentation
August 12, 2018 - Eigenfaces and Fisherfaces take a somewhat holistic approach to face recognition. You treat your data as a vector somewhere in a high-dimensional image space. We all know high-dimensionality is bad, so a lower-dimensional subspace is identified, where (probably) useful information is preserved.
YouTube
youtube.com › watch
Legacy Face Recognition with OpenCV in Python: LBPH, EigenFace and FisherFace - YouTube
OpenCV offers an out-of-the-box face recognition module. It supports Local Binary Patterns Histograms (or shortly LBPH), EigenFace and FisherFace face recogn...
Published: July 19, 2020
YouTube
youtube.com › al-suffatech
Facial Recognition Using Fisherface Algorithm or Model in OpenCV with Python - YouTube
Facial Recognition Using Fisherface Algorithm or Model in OpenCV with Python. Fisherface is another algorithm or model which is used to recognize face in ima...
Published: January 15, 2021
Views: 3K
Sefik Ilkin Serengil
sefiks.com › home › a beginner’s guide to face recognition with opencv in python
A Beginner's Guide to Face Recognition with OpenCV in Python - Sefik Ilkin Serengil
August 31, 2020 - If you install just opencv-python package, then you will have “AttributeError: module ‘cv2.cv2’ has no attribute ‘face’.” exception. Installation of opencv-contrib-python will solve this issue. pip install --user opencv-python==4.3.0 pip install --user opencv-contrib-python==4.3.0.36 · OpenCV supports local binary patterns histograms (or shortly LBPH), eigenface and fisherface methods.
GitHub
github.com › SANKHA1 › Face-Recognition-using-Open-CV-and-Python › blob › main › README.md
Face-Recognition-using-Open-CV-and-Python/README.md at main · SANKHA1/Face-Recognition-using-Open-CV-and-Python · GitHub
It just takes a few lines of code to have a fully working face recognition application and we can switch between all three face recognizers with a single line of code change. It's that simple.
GitHub
github.com › bytefish › facerec
GitHub - bytefish/facerec: Implements face recognition algorithms for MATLAB/GNU Octave and Python. · GitHub
August 6, 2020 - Moreover you can optionally validate your model to see the performance you can expect. OpenCV, which is a great Open Source project, is used for the face detection part and you can use all the available cascades coming with OpenCV for face detection.
Author: bytefish
Electronics For You
electronicsforu.com › home › engineering projects for you › computer science projects with step-by-step guides › real-time face recognition using python and opencv
Real-Time Face Recognition Using Python And OpenCV
July 20, 2025 - $ python face_rec.py · This will start the training, and the camera will open up, as shown in Fig. 4. Accuracy depends on the number of data sets as well as the quality and lighting conditions. Fig. 4: Real-time Face Recognition · OpenCV provides the following three face recognizers: Eigenface recognizer · Fisherface recognizer ·
ResearchGate
researchgate.net › publication › 318900718_Face_Detection_Face_Recognition_Using_Open_Computer_Vision_Classifies
(PDF) Face Detection & Face Recognition Using Open Computer Vision Classifies
August 4, 2017 - It reports the technologies available in the Open-Computer-Vision (OpenCV) library and methodology to implement them using Python. For face detection, Haar-Cascades were used and for face recognition Eigenfaces, Fisherfaces and Local binary ...
GitHub
github.com › malik-aliyev-94 › face-recognition-dlib-opencv
GitHub - malik-aliyev-94/face-recognition-dlib-opencv
train_fisher.py (Script to train the face recognition system using FisherFaces algorithm) train_lbph.py (Script to train the face recognition system using LBPH algorithm) opencv · opencv-python · numpy · Run gui.py file to open main window. EigenFaces and LBPH algorithms requires as minimum 1 person to be added.
Starred by 3 users
Forked by 2 users
Languages: Python 100.0% | Python 100.0%
Notebook Community
notebook.community › informramiz › opencv-face-recognition-python › OpenCV-Face-Recognition-Python
Face Recognition with OpenCV and Python
Face Recognition is a fascinating idea to work on and OpenCV has made it extremely simple and easy for us to code it. It takes just a few lines of code to have a fully working face recognition application and we can switch between all three face recognizers with a single line of code change. It's that simple. Although EigenFaces, FisherFaces and LBPH face recognizers are good but there are even better ways to perform face recognition like using Histogram of Oriented Gradients (HOGs) and Neural Networks.
GitHub
github.com › topics › fisherfaces
fisherfaces · GitHub Topics · GitHub
python eigenfaces fisherfaces lbph-face-recognizer ... [Machine Learning, Python] an Application of Race Recognition using Fisherface as Recognition Method · opencv recognition sklearn race haar-cascade fisherfaces race-recognition fisherface
GitHub
github.com › openhumanoids › opencv-pod › blob › master › opencv › modules › contrib › doc › facerec › facerec_tutorial.rst
opencv-pod/opencv/modules/contrib/doc/facerec/facerec_tutorial.rst at master · openhumanoids/opencv-pod · GitHub
In 2008 Willow Garage took over support and OpenCV 2.3.1 now comes with a programming interface to C, C++, Python and Android. OpenCV is released under a BSD license so it is used in academic projects and commercial products alike. OpenCV 2.4 now comes with the very new :ocv:class:`FaceRecognizer` class for face recognition, so you can start experimenting with face recognition right away.
Author: openhumanoids
Ijrte
ijrte.org › wp-content › uploads › papers › v8i5 › E5753018520.pdf pdf
Face Detection and Recognition using Open CV Based on ...
January 30, 2020 - Figure 7: Fisher faces representation for face recognition · VII. RESULTS · The last form of the trial is a face recognition framework · which depends on OpenCV. The consequences of their work · is given underneath which gives an interface of utilizations, wherein we see the detected face.
GitHub
github.com › bangnaga › facerecognition_guide › blob › master › src › py › scripts › example_fisherfaces.py
facerecognition_guide/src/py/scripts/example_fisherfaces.py at master · bangnaga/facerecognition_guide · GitHub
This is a guide to face recognition with Python, GNU Octave/MATLAB and OpenCV2 C++. Eigenfaces and Fisherfaces are explained in detail and implemented. - bangnaga/facerecognition_guide