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requirements_document.rtf
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{\pntxtb (}{\pntxta )}}\pard\plain \ltrpar\s20\ql \li0\ri0\sa60\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs24\alang1025 \ltrch\fcs0 \fs24\lang2057\langfe2057\cgrid\langnp2057\langfenp2057
{\rtlch\fcs1 \af1\afs52 \ltrch\fcs0 \f1\fs52\cf1\insrsid11162078 Requirements document}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078
\par }\pard\plain \ltrpar\s1\ql \li0\ri0\sb480\sa120\sl259\slmult1\keep\keepn\widctlpar\wrapdefault\aspalpha\aspnum\faauto\outlinelevel0\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs32\alang1025 \ltrch\fcs0
\fs32\cf17\lang2057\langfe1033\loch\af31502\hich\af31502\dbch\af31501\cgrid\langnp2057\langfenp1033 {\rtlch\fcs1 \af1\afs46 \ltrch\fcs0 \f1\fs46\cf1\insrsid11162078 \hich\af1\dbch\af31501\loch\f1 System description}{\rtlch\fcs1 \af0 \ltrch\fcs0
\insrsid11162078
\par }\pard\plain \ltrpar\s20\ql \li0\ri0\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs24\alang1025 \ltrch\fcs0 \fs24\lang2057\langfe2057\cgrid\langnp2057\langfenp2057 {\rtlch\fcs1 \af1\afs22
\ltrch\fcs0 \f1\fs22\cf1\insrsid11162078
The system is an image recognizer that can recognize digits from images. The general goal of the system is to maximize throughput of images. The recognition process is done using artificial binarized neural networks. This is usually a very computationally
expensive process, so the goal of the system is hardware accelerate the image recognition process. }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078
\par }\pard\plain \ltrpar\s2\ql \li0\ri0\sb360\sa80\sl259\slmult1\keep\keepn\widctlpar\wrapdefault\aspalpha\aspnum\faauto\outlinelevel1\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs26\alang1025 \ltrch\fcs0
\fs26\cf17\lang2057\langfe1033\loch\af31502\hich\af31502\dbch\af31501\cgrid\langnp2057\langfenp1033 {\rtlch\fcs1 \af1\afs34 \ltrch\fcs0 \f1\fs34\cf1\insrsid11162078 \hich\af1\dbch\af31501\loch\f1 Application}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078
\par }\pard\plain \ltrpar\s20\ql \li0\ri0\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs24\alang1025 \ltrch\fcs0 \fs24\lang2057\langfe2057\cgrid\langnp2057\langfenp2057 {\rtlch\fcs1 \af1\afs22
\ltrch\fcs0 \f1\fs22\cf1\insrsid11162078 Captcha-crunching. In other words: Hardware accelerated spam bot!}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078
\par }{\rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f1\fs22\cf1\insrsid11162078 Captcha is a system used by a lot of websites to verify that the registered us
ers are human. This is often done by giving users distorted text, such that it is hard for computers to recognize the text. Some captchas is only using digits, which will be the focus of this system. Using hardware accelerated neural nets, automatic recog
nition of such captchas can hopefully be accelerated. Captchas can in principle be an infinite source of handwritten-like text.}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078
\par }{\field\fldedit{\*\fldinst {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078 HYPERLINK "https://en.wikipedia.org/wiki/CAPTCHA" }}{\fldrslt {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \cs21\fs22\ul\cf18\loch\af1\hich\af1\dbch\af31501\insrsid11162078
\hich\af1\dbch\af31501\loch\f1 https://en.wikipedia.org/wiki/CAPTCHA}}}\sectd \ltrsect\linex0\headery708\footery708\colsx708\endnhere\sectlinegrid360\sectdefaultcl\sftnbj {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11162078
\par }\pard\plain \ltrpar\s1\ql \li0\ri0\sb400\sa120\sl259\slmult1\keep\keepn\widctlpar\wrapdefault\aspalpha\aspnum\faauto\outlinelevel0\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs32\alang1025 \ltrch\fcs0
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\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard\plain \ltrpar\s20\ql \fi-360\li720\ri0\widctlpar
\jclisttab\tx720\wrapdefault\aspalpha\aspnum\faroman\ls3\adjustright\rin0\lin720\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs24\alang1025 \ltrch\fcs0 \fs24\lang2057\langfe2057\cgrid\langnp2057\langfenp2057 {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0
\f1\fs22\cf1\insrsid11162078 Image throughput should saturate I/O bandwidth.
\par }\pard\plain \ltrpar\s1\ql \li0\ri0\sb480\sa120\sl259\slmult1\keep\keepn\widctlpar\wrapdefault\aspalpha\aspnum\faauto\outlinelevel0\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs32\alang1025 \ltrch\fcs0
\fs32\cf17\lang2057\langfe1033\loch\af31502\hich\af31502\dbch\af31501\cgrid\langnp2057\langfenp1033 {\rtlch\fcs1 \af1\afs46 \ltrch\fcs0 \f1\fs46\cf1\insrsid11162078 \hich\af1\dbch\af31501\loch\f1 Functional requirements}{\rtlch\fcs1 \af0\afs48
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\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard\plain \ltrpar\s20\ql \fi-360\li720\ri0\widctlpar
\jclisttab\tx720\wrapdefault\aspalpha\aspnum\faroman\ls4\adjustright\rin0\lin720\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs24\alang1025 \ltrch\fcs0 \fs24\lang2057\langfe2057\cgrid\langnp2057\langfenp2057 {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0
\f1\fs22\cf1\insrsid11162078 System will continuously read images from an external image source.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}The system will recognize letters from an image stream.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f2\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \hich\af2\dbch\af0\loch\f2 o\tab}}\pard \ltrpar\s20\ql \fi-360\li1440\ri0\widctlpar
\jclisttab\tx1440\wrapdefault\aspalpha\aspnum\faroman\ls4\ilvl1\adjustright\rin0\lin1440\itap0\pararsid11162078 {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f1\fs22\cf1\insrsid11162078 Input is a stream of data representing 28x28 px images of handwritten digits.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f2\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \hich\af2\dbch\af0\loch\f2 o\tab}
System should return the numerical value of the number represented by each image on the data link.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \ltrpar\s20\ql \fi-360\li720\ri0\sb240\widctlpar
\jclisttab\tx720\wrapdefault\aspalpha\aspnum\faroman\ls4\adjustright\rin0\lin720\itap0\pararsid813247 {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f1\fs22\cf1\insrsid11162078 It is possible to setup and change the neural network after system deployment.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard \ltrpar\s20\ql \fi-360\li720\ri0\widctlpar
\jclisttab\tx720\wrapdefault\aspalpha\aspnum\faroman\ls4\adjustright\rin0\lin720\itap0\pararsid11162078 {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f1\fs22\cf1\insrsid11162078 It will be possible to change firmware of the system after deployment.
\par }\pard\plain \ltrpar\s1\ql \li0\ri0\sb480\sa120\sl259\slmult1\keep\keepn\widctlpar\wrapdefault\aspalpha\aspnum\faauto\outlinelevel0\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs32\alang1025 \ltrch\fcs0
\fs32\cf17\lang2057\langfe1033\loch\af31502\hich\af31502\dbch\af31501\cgrid\langnp2057\langfenp1033 {\rtlch\fcs1 \af1\afs46 \ltrch\fcs0 \f1\fs46\cf1\insrsid11162078 \hich\af1\dbch\af31501\loch\f1 Non-functional requirements}{\rtlch\fcs1 \af0\afs48
\ltrch\fcs0 \f0\fs48\cf0\insrsid11162078
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}}\pard\plain \ltrpar\s20\ql \fi-360\li720\ri0\widctlpar
\jclisttab\tx720\wrapdefault\aspalpha\aspnum\faroman\ls5\adjustright\rin0\lin720\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs24\alang1025 \ltrch\fcs0 \fs24\lang2057\langfe2057\cgrid\langnp2057\langfenp2057 {\rtlch\fcs1 \af1\afs22 \ltrch\fcs0
\f1\fs22\cf1\insrsid11162078 Neural network computer is deployed on an FPGA.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}The IO processor is an EFM32 microcontroller.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}The system production cost must be no more than 20 000 NOK.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}There are no limitations on power consumption.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}There are no limitations on form factor
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}
System shall recognize images using a already trained binarized artificial neural network.
\par {\listtext\pard\plain\ltrpar \s20 \rtlch\fcs1 \af1\afs22 \ltrch\fcs0 \f3\fs20\cf1\lang2057\langfe2057\langfenp2057\insrsid11162078 \loch\af3\dbch\af0\hich\f3 \'b7\tab}System will be mains powered.
\par }\pard\plain \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid11162078 \rtlch\fcs1 \af0\afs22\alang1025 \ltrch\fcs0 \f31506\fs22\lang2057\langfe1033\cgrid\langnp2057\langfenp1033 {
\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid15347001\charrsid11162078
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