For learning purpose, I am using Tensorflow.js, and I experience an error while trying to use the fit method with a batched dataset (10 by 10) to learn the process of batch training.  I have got a few images 600x600x3 that I want to classify (2 outpu...
I'm writing a script, which sometimes leaks tensors. This can happen in multiple cases, for example when I'm training a neural network, but the training crashes. In this case, the training is interrupted and will not correctly dispose the ten...
I have to use OpenCV in a web application. I know the Python and the C++ library but I need to use it with Express.js now. For this I need object detection, feature detection, preferably SIFT and eventually basic stuff from the machine learning modul...
I used tf.expandDims() to add dimensions. Since I'm able to go into model.fit(), but got stuck due to this error Cannot start training because another fit() call is ongoing. and Cannot read property 'length' of undefined.  You can find my...
Building a basic Perceptron. My results after training are very inconsistent, even after 1000's of epochs. The weights seem to adjust properly, however the model fails to accurately predict. A second pairs of eyes on the structure would be greatl...
I'm using a simple model of @tensorflow/tfjswhich simply shows accuracy. The same code when ran in code sandbox doesn't give any error while running it in visual studio code an invariant type error occur. My code is attached below. Also guide...
I'm trying to implement a simple perceptron for the basic boolean expression. But I was not able correctly traine the NOT perceptron.  I was successfully able to traine the AND and OR perceptron to return the correct values for the given input se...
I have this basic code from an example video (first half of the video does this but with a different data set).  Code:  <!DOCTYPE html> <html lang="en">     <head>         <meta charset="utf-8">         <met...
After compiling and training my custom model, I saved it and got two files such as .bin and .json. Further, I loaded that custom model on another page where I'm giving images as input which I used for training of that model and getting the predic...
For learning purposes I am implementing my own neural network from scratch in JavaScript and as a first task I want to solve the XOR problem. I can already solve OR and AND, but as soon as I need a hidden layer, my weights are not converging properly...

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