Yesterday's experiment was repeated with the SIFT key points instead of noisy synaptic co-ordinates. The results are shown below.
We see that more than 95% of the converged synapses have the converged SIFT key points within 5 pixels. This is much more that yesterday's results. We will go ahead with the image rotation part of the example synapses and building the k-NN based classifier.
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