### Best Camera and protocol for embedded real time CNN project

I’m looking to develop a stand-alone real-time outdoor imaging CNN application, and I can’t wrap my head around the myriad of camera options and their communication protocols. The target is a Linux embedded device (such as beaglebone + edge TPU). and the top language is python. (though if it’s unavoidable, I can write some c++…

### Difference between Tensorflow and Pytorch

Whats the differences between Pytorch and Tensorflow,is their performance is same or not?

Pardon me if this is a very naive question. Suppose I search for something on Google and my next-door neighbour searches for the same thing (on Google) at the same time. Do we get the same or different results?

### Can we get the inverse of the function that a neural network represents?

I was wondering if it’s possible to get the inverse of a neural network. If we view a NN as a function, can we obtain its inverse? I tried to build a simple MNIST architecture, with the input of (784,) and output of (10,), train it to reach good accuracy, and then inverse the predicted…

### Can we get the inverse of the function that a neural network represents?

I was wondering if it’s possible to get the inverse of a neural network. If we view a NN as a function, can we obtain its inverse? I tried to build a simple MNIST architecture, with the input of (784,) and output of (10,), train it to reach good accuracy, and then inverse the predicted…

### Can we get the inverse of the function that a neural network represents?

I was wondering if it’s possible to get the inverse of a neural network. If we view a NN as a function, can we obtain its inverse? I tried to build a simple MNIST architecture, with the input of (784,) and output of (10,), train it to reach good accuracy, and then inverse the predicted…

### How is back-propagation useful in neural networks?

I am reading about backpropagation and I wonder why I have to backpropagate. For example, I would update the network by randomly choosing a weight to change, w. I would have X and y. Then, I would choose dw, a random number from -0.1 to 0.1 for example. Then, I would do two predictions of…

### what career skills with the best online Training courses?

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### Undrestanding nature of psychological defense system by artificial intelligence

do you think psychological defense system for example :  repression, regression, reaction formation, isolation, undoing, projection, introjection, sublimation and … Could be created and better undrestanding its nature by artificial intelligence systems? If yes, what tools do we/i need? I think supervisor-like algorithms such as PSO or ANN are better suited for these levels? that doesn’t seem to be that easy, and…

### Can we just switch off a malicious artificial intelligence?

Let us assume we have a general AI that can improve itself and is at least as intelligent as humans. It has wide access to technical systems including the internet, and it can communicate with humans. The AI could become malicious. Can we just switch off a rouge AI?