Face recognition in JavaScript using neural networks
source link: https://www.tuicool.com/articles/hit/UbAFzi3
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faceRecognition
A face recognition experiment in JavaScript using my neural network .
Capture Data
captureData.html - Get image data from the webcam.
on the label input, entry the label in the one-hot encoded hormat. e.g.: [1,0] if something is A - [0,1] if something is B.
How to use it
c - capture the current frame and add it to the data set.
s - save the data set (x, y) as x and y .json files.
u - undo. remove the last entry from the data set.
Fit Data
fitData.html - Train the neural network with the data created in captureData.html
Test Data
testData.html - Test the neural network with new images from the webcam.
Important Info
The nn.json model provided in this repo may not work for you, since it was only trained with 80 images of myself. 40 images of me in front of the computer, 40 of me not in front of the computer. The images ware scale to 32x24 pixels before training and during test.
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