Update proj2.html

Author: cjxthecoder

project-2/proj2.html

@@ -50,7 +50,7 @@ <h3>Part 1.1: Convolutions from Scratch!</h3>
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-To demonstrate an application of convolution, we can convolve an image with the <strong>box filter</strong>, a kernel with entries that sum to 1 that contains only 1 unique value. We can also convolve with the difference operators <img src="images/diff_op.png" alt="diff_op.png" width="50%"> for edge detection. Each kernel computes the difference in the <i>x</i>- or <i>y</i>-direction, so edges where the brightness of the pixel changes significantly will show up as white and black pixels on the output. Using <code>box_9x9</code> = <i>J<sub>9</sub> / 9<sup>2</sup></i> as the box filter, we get the following results:
+To demonstrate an application of convolution, we can convolve an image with the <strong>box filter</strong>, a kernel with entries that sum to 1 that contains only 1 unique value. We can also convolve with the difference operators <img src="images/diff_op.png" alt="diff_op.png" width="25%"> for edge detection. Each kernel computes the difference in the <i>x</i>- or <i>y</i>-direction, so edges where the brightness of the pixel changes significantly will show up as white and black pixels on the output. Using <code>box_9x9</code> = <i>J<sub>9</sub> / 9<sup>2</sup></i> as the box filter, we get the following results:
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