Tensorflow.js is an open-source library developed by Google for running machine learning models and deep learning neural networks in the browser or node environment.
The tf.data.webcam() function is used for creating an iterator which generates Tensors from webcam video stream.
Note: It only works in Browser environment when the device contains webcam.
Syntax:
tf.data.webcam(webcamVideoElement?, webcamConfig?)
Parameters:
- webcamVideoElement: It is used to play video from webcam.
- webcamConfig: It is an object that contains configurations of manipulating and reading data from video stream using webcam.
Return Value: It returns a Promise.
Example 1:
Javascript
// Importing the tensorflow.js library import * as tf from "@tensorflow/tfjs" // Webcam promise return let camera = await tf.data.webcam(document.createElement('video')); // Image camera capture promise return. let image = await camera.capture(); // Printing the result. image.print(); // Stopping the camera. camera.stop(); |
Output:
Tensor
[[[168, 176, 185],
[164, 171, 180],
[161, 169, 178],
...,
[43 , 91 , 74 ],
[37 , 90 , 70 ],
[41 , 94 , 74 ]],
[[165, 172, 181],
[166, 174, 182],
[164, 171, 180],
...,
[45 , 93 , 77 ],
[38 , 92 , 71 ],
[41 , 94 , 74 ]],
[[152, 174, 178],
[156, 178, 182],
[158, 178, 182],
...,
[60 , 89 , 79 ],
[56 , 90 , 74 ],
[55 , 89 , 73 ]],
...
[[150, 174, 98 ],
[147, 171, 95 ],
[136, 168, 87 ],
...,
[13 , 27 , 2 ],
[21 , 29 , 8 ],
[21 , 29 , 8 ]],
[[134, 170, 92 ],
[138, 173, 96 ],
[130, 169, 84 ],
...,
[16 , 33 , 0 ],
[22 , 33 , 7 ],
[21 , 32 , 6 ]],
[[132, 167, 90 ],
[130, 165, 88 ],
[128, 167, 82 ],
...,
[19 , 36 , 3 ],
[24 , 35 , 9 ],
[22 , 33 , 7 ]]]
Reference:https://js.tensorflow.org/api/latest/#data.webcam
Whether you’re preparing for your first job interview or aiming to upskill in this ever-evolving tech landscape, neveropen Courses are your key to success. We provide top-quality content at affordable prices, all geared towards accelerating your growth in a time-bound manner. Join the millions we’ve already empowered, and we’re here to do the same for you. Don’t miss out – check it out now!
