Clean up cross in binary

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Aug 6th, 2022
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How to clean up cross in binary

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hey guys welcome to digital screening channel on youtube and in this short video iamp;#39;m going to talk about binary cross entropy using plain english mostly and a very little bit of math and the reason iamp;#39;m talking about this is binary cross entropy of course we use this as a loss function for classification purposes and even in semantic segmentation and of course even in generative adversarial networks if you actually look at your discriminators or generators this is a quite common loss function that we use so it only makes sense for us to understand this a little bit better so letamp;#39;s jump in and before doing that a quick request whenever you watch any of my videos for example in this case this is one of the recent videos go ahead and hit the like button if you really like it and that tells me what type of content youamp;#39;re actually into so iamp;#39;ll put more effort into liking those and also the style or the way that i cover these topics so feedback is very

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3 in binary is 11. Unlike the decimal number system where we use the digits 0 to 9 to represent a number, in a binary system, we use only 2 digits that are 0 and 1 (bits). We have used 2 bits to represent 3 in binary.
Counting in Binary We can count 0, then 1, and weve already run out of symbols. So, we reuse these symbols and add a bit to the left: 2 in decimal is written 10 in binary, 3 is written 11, 4 is 100, etc. In base 2, each bit to the left of the unit represents a power of 2. So 101010 in binary is worth 42 in decimal.
I stumbled across the history of the ASCII delete character recently: Its character 127, which means its 1111111 in binary. On paper tape, that translates into 7 holes, meaning any other character can be deleted on the tape by punching out its remaining holes.
The number ten (10) in decimal form appears as 1010 in binary because binary uses only 1s and 0s, progressively adding place values.
10 in binary is 1010. Unlike the decimal number system where we use the digits 0 to 9 to represent a number, in a binary system, we use only 2 digits that are 0 and 1 (bits). We have used 4 bits to represent 10 in binary.
Therefore 10 in binary notation is two and 10 in decimal notation is ten and 10 in hexadecimal is sixteen. Similarly a in hex is ten, b is eleven et cetera, just as you guessed.
The numbers from 0 to 10 are thus in binary 0, 1, 10, 11, 100, 101, 110, 111, 1000, 1001, and 1010.
Each digit in binary represents 1 or 0 times the power of 2 for that digit. So the first digit is 2^0 = 1 and the 2nd digit is 2^1 = 2 power etc. so 10 is 1 times 2^1 = 1*2^1 =1*2=2 plus 0*2^0=0. So 10 binary is equal to 2 in decimal.

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