README.md

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+Categorization of drawn cat and dog faces
+=========================================
+
+Under [ml/](ml/) you can find my attempt to do it with machine learning,
+where I decide myself how to extract which features and later use a simple
+algorithm to classify.
+
+Under [tf/](tf/) you can find my attempt to do it with TensorFlow, which
+is a neural network which extracts it's own features and neurons classify
+the pictures.

convert.sh

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+#!/bin/sh
+
+NEW="new_$1"
+rm -rf $NEW
+mkdir $NEW
+
+for i in `ls -1 $1`
+do
+	convert $1/$i -adaptive-resize 200x200\> -size 200x200 xc:white +swap -gravity center -composite $NEW/$i
+done