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I’m not saying you can’t use these existing techniques without understand all the theory, but you’re not going to be able to find new techniques. For example,
by grandempire 2y ago
I’m not saying you can’t use these existing techniques without understand all the theory, but you’re not going to be able to find new techniques.
For example, how would you know optimizing a convolution kernel is a good idea if you aren’t familiar with linear time invariant systems?
- Matthyze 2y agoI think CNNs follow very naturally from the notion of shift/spatial invariance of visual processing. That doesn't require a mathematical understanding.
- grandempire 2y agoImage processing and shift invariance come from DSP.