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<div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6275d72e9221806f9db5822a/bg1.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">Lecture 1 - </div><div class="t m0 x2 h3 y2 ff1 fs1 fc0 sc0 ls1 ws0">Fei-Fei Li & Justin Johnson & Serena Yeung</div><div class="t m0 x3 h4 y3 ff2 fs2 fc1 sc0 ls1 ws0">Lectur<span class="_ _0"></span>e 1: <span class="ff3">!</span></div><div class="t m0 x4 h4 y4 ff2 fs2 fc1 sc0 ls1 ws0">Intr<span class="_ _0"></span>oduction</div><div class="t m0 x5 h5 y2 ff4 fs3 fc0 sc0 ls2 ws0">4/4/2017<span class="_ _1"></span><span class="ls1">1</span></div></div><div class="pi" data-data='{"ctm":[1.333333,0.000000,0.000000,1.333333,0.000000,0.000000]}'></div></div>
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<div id="pf2" class="pf w0 h0" data-page-no="2"><div class="pc pc2 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6275d72e9221806f9db5822a/bg2.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">Lecture 1 - </div><div class="t m0 x2 h3 y2 ff1 fs1 fc0 sc0 ls1 ws0">Fei-Fei Li & Justin Johnson & Serena Yeung</div><div class="c x6 y5 w2 h6"><div class="t m0 x7 h4 y6 ff2 fs2 fc1 sc0 ls1 ws0">W<span class="_ _0"></span>elcome to CS231n</div></div><div class="t m0 x5 h5 y2 ff4 fs3 fc0 sc0 ls2 ws0">4/4/2017<span class="_ _1"></span><span class="ls1">2</span></div><div class="t m0 x8 h7 y7 ff4 fs4 fc2 sc0 ls1 ws0">T<span class="_ _0"></span>op row<span class="_ _0"></span>, left to right: </div><div class="t m0 x8 h8 y8 ff4 fs4 fc2 sc0 ls1 ws0">Image<span class="ls3"> by <span class="_ _2"></span><span class="fc3 ls1">Augustas Did<span class="ff5">ž</span>galvis<span class="fc2 ls4">; <span class="ls5">licensed under </span></span>CC BY<span class="_ _0"></span>-SA<span class="_ _0"></span> 3.0<span class="fc2">; chan<span class="_ _3"></span>ges made </span></span></span></div><div class="t m0 x8 h7 y9 ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> by </span><span class="ls4">Nesster<span class="fc2 ls3"> is licensed under </span></span>CC BY<span class="_ _0"></span>-SA<span class="_ _0"></span> 2.0<span class="fc2"> </span></div><div class="t m0 x8 h7 ya ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> is </span><span class="ls6">CC0 1.0<span class="fc2 ls3"> public domain </span></span></div><div class="t m0 x8 h7 yb ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> is </span><span class="ls6">CC0 1.0<span class="fc2 ls3"> public domain</span></span></div><div class="t m0 x9 h7 yc ff4 fs4 fc2 sc0 ls1 ws0">Middle row<span class="_ _0"></span>, left to right </div><div class="t m0 x9 h7 yd ff4 fs4 fc2 sc0 ls1 ws0">Image<span class="ls3"> by <span class="fc3 ls5">BGPHP Conference</span> is licensed under <span class="fc3 ls6">CC BY 2.0</span></span>; changes made </div><div class="t m0 x9 h7 ye ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> is </span><span class="ls6">CC0 1.0<span class="fc2 ls3"> public domain </span></span></div><div class="t m0 x9 h7 yf ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> by </span>NASA<span class="_ _2"></span><span class="fc2 ls3"> is licensed under <span class="fc3 ls6">CC BY 2.0</span><span class="ls4">; chang<span class="ls1"> </span></span></span></div><div class="t m0 x9 h7 y10 ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> is </span><span class="ls6">CC0 1.0<span class="fc2 ls3"> public domain</span></span></div><div class="t m0 xa h7 y7 ff4 fs4 fc2 sc0 ls1 ws0">Bottom row<span class="_ _0"></span>, left to right </div><div class="t m0 xa h7 y8 ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> is </span><span class="ls6">CC0 1.0<span class="fc2 ls3"> public domain </span></span></div><div class="t m0 xa h7 y9 ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> by <span class="fc3">Derek Keats</span> is licensed under </span><span class="ls6">CC BY<span class="_ _2"></span> 2.0<span class="fc2 ls1">; changes made </span></span></div><div class="t m0 xa h7 ya ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> is public domain </span></div><div class="t m0 xa h7 yb ff4 fs4 fc3 sc0 ls1 ws0">Image<span class="fc2 ls3"> by </span><span class="ls7">Te<span class="_ _4"></span>d<span class="_ _4"> </span> <span class="_"> </span>E<span class="_ _4"></span>y<span class="_ _4"></span>t<span class="_ _4"> </span>a<span class="_"> </span>n<span class="_ _4"></span><span class="fc2 ls3"> is licensed under </span></span>CC BY<span class="_ _5"></span>-SA<span class="_ _2"></span> 2.0<span class="fc2">; 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<div id="pf3" class="pf w0 h0" data-page-no="3"><div class="pc pc3 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6275d72e9221806f9db5822a/bg3.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">Lecture 1 - </div><div class="t m0 x2 h3 y2 ff1 fs1 fc0 sc0 ls1 ws0">Fei-Fei Li & Justin Johnson & Serena Yeung</div><div class="c x9 y11 w3 h9"><div class="t m0 xb ha y12 ff6 fs5 fc1 sc0 ls1 ws0">Computer </div><div class="t m0 xc ha y13 ff6 fs5 fc1 sc0 ls1 ws0">V<span class="_ _3"></span>ision</div></div><div class="c xd y14 w4 hb"><div class="t m0 xe hc y15 ff2 fs3 fc1 sc0 ls1 ws0">Neur<span class="_ _2"></span>oscience</div></div><div class="c xf y16 w5 hb"><div class="t m0 xe hc y17 ff2 fs3 fc1 sc0 ls1 ws0">Machine lear<span class="_ _3"></span>ning</div></div><div class="c x10 y18 w6 hb"><div class="t m0 xe hc y19 ff2 fs3 fc1 sc0 ls1 ws0">Speech, NLP</div></div><div class="c x11 y1a w7 hd"><div class="t m0 x12 he y1b ff2 fs6 fc1 sc0 ls1 ws0">Infor<span class="_ _3"></span>mation r<span class="_ _2"></span>etrieval</div></div><div class="t m0 x13 hf y1c ff6 fs7 fc1 sc0 ls1 ws0">Mathematics</div><div class="t m0 x14 hf y1d ff6 fs7 fc1 sc0 ls1 ws0">Computer<span class="ff7">!</span></div><div class="t m0 x15 hf y1e ff6 fs7 fc1 sc0 ls1 ws0">Science</div><div class="t m0 x16 hf y1f ff6 fs7 fc1 sc0 ls1 ws0">Biology</div><div class="t m0 x8 hf y20 ff6 fs7 fc1 sc0 ls1 ws0">Engineering</div><div class="t m0 x17 hf y21 ff6 fs7 fc1 sc0 ls1 ws0">Physics</div><div class="c x18 y22 w8 hb"><div class="t m0 xe hc y23 ff2 fs3 fc1 sc0 ls1 ws0">Robotics</div></div><div class="c x19 y24 w9 h10"><div class="t m0 x1a hc y25 ff2 fs3 fc1 sc0 ls1 ws0">Cognitive </div><div class="t m0 x1b hc y26 ff2 fs3 fc1 sc0 ls1 ws0">sciences</div></div><div class="t m0 x1c hf y27 ff6 fs7 fc1 sc0 ls1 ws0">Psychology</div><div class="c x1d y28 wa h11"><div class="t m0 x1e he y29 ff2 fs6 fc1 sc0 ls1 ws0">graphics, algorithms, </div><div class="t m0 x1f he y2a ff2 fs6 fc1 sc0 ls1 ws0">theory<span class="_ _6"></span>,…</div></div><div class="c x20 y2b wb h10"><div class="t m0 x21 hc y2c ff2 fs3 fc1 sc0 ls1 ws0">Image </div><div class="t m0 xe hc y2d ff2 fs3 fc1 sc0 ls1 ws0">pr<span class="_ _2"></span>ocessing</div></div><div class="t m0 x5 h5 y2 ff4 fs3 fc0 sc0 ls2 ws0">4/4/2017<span class="_ _1"></span><span class="ls1">3</span></div><div class="c x22 y2e wc h11"><div class="t m0 x23 he y2f ff2 fs6 fc1 sc0 ls1 ws0">systems, </div><div class="t m0 x12 he y1b ff2 fs6 fc1 sc0 ls1 ws0">ar<span class="_ _2"></span>chitecture, …</div></div><div class="c x24 y30 wd hb"><div class="t m0 xe hc y23 ff2 fs3 fc1 sc0 ls1 ws0">optics</div></div></div><div class="pi" data-data='{"ctm":[1.333333,0.000000,0.000000,1.333333,0.000000,0.000000]}'></div></div>
<div id="pf4" class="pf w0 h0" data-page-no="4"><div class="pc pc4 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6275d72e9221806f9db5822a/bg4.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">Lecture 1 - </div><div class="t m0 x2 h3 y2 ff1 fs1 fc0 sc0 ls1 ws0">Fei-Fei Li & Justin Johnson & Serena Yeung</div><div class="c x9 y11 w3 h9"><div class="t m0 xb ha y12 ff6 fs5 fc1 sc0 ls1 ws0">Computer </div><div class="t m0 xc ha y13 ff6 fs5 fc1 sc0 ls1 ws0">V<span class="_ _3"></span>ision</div></div><div class="c xd y14 w4 hb"><div class="t m0 xe hc y15 ff2 fs3 fc1 sc0 ls1 ws0">Neur<span class="_ _2"></span>oscience</div></div><div class="c xf y16 w5 hb"><div class="t m0 xe hc y17 ff2 fs3 fc1 sc0 ls1 ws0">Machine lear<span class="_ _3"></span>ning</div></div><div class="c x10 y18 w6 hb"><div class="t m0 x12 hc y19 ff2 fs3 fc1 sc0 ls1 ws0">Speech, NLP</div></div><div class="c x11 y1a w7 hd"><div class="t m0 x12 he y1b ff2 fs6 fc1 sc0 ls1 ws0">Infor<span class="_ _3"></span>mation r<span class="_ _2"></span>etrieval</div></div><div class="t m0 x13 hf y1c ff6 fs7 fc1 sc0 ls1 ws0">Mathematics</div><div class="t m0 x14 hf y1d ff6 fs7 fc1 sc0 ls1 ws0">Computer<span class="ff7">!</span></div><div class="t m0 x15 hf y1e ff6 fs7 fc1 sc0 ls1 ws0">Science</div><div class="t m0 x16 hf y1f ff6 fs7 fc1 sc0 ls1 ws0">Biology</div><div class="t m0 x8 hf y20 ff6 fs7 fc1 sc0 ls1 ws0">Engineering</div><div class="t m0 x17 hf y21 ff6 fs7 fc1 sc0 ls1 ws0">Physics</div><div class="c x18 y22 w8 hb"><div class="t m0 xe hc y23 ff2 fs3 fc1 sc0 ls1 ws0">Robotics</div></div><div class="c x19 y24 w9 h10"><div class="t m0 x1a hc y25 ff2 fs3 fc1 sc0 ls1 ws0">Cognitive </div><div class="t m0 x1b hc y26 ff2 fs3 fc1 sc0 ls1 ws0">sciences</div></div><div class="t m0 x1c hf y27 ff6 fs7 fc1 sc0 ls1 ws0">Psychology</div><div class="c x1d y28 wa h11"><div class="t m0 x1e he y29 ff2 fs6 fc1 sc0 ls1 ws0">graphics, algorithms, </div><div class="t m0 x1f he y2a ff2 fs6 fc1 sc0 ls1 ws0">theory<span class="_ _6"></span>,…</div></div><div class="c x20 y2b wb h10"><div class="t m0 x21 hc y2c ff2 fs3 fc1 sc0 ls1 ws0">Image </div><div class="t m0 xe hc y2d ff2 fs3 fc1 sc0 ls1 ws0">pr<span class="_ _2"></span>ocessing</div></div><div class="t m0 x5 h5 y2 ff4 fs3 fc0 sc0 ls2 ws0">4/4/2017<span class="_ _1"></span><span class="ls1">4</span></div><div class="c x22 y2e wc h11"><div class="t m0 x23 he y2f ff2 fs6 fc1 sc0 ls1 ws0">systems, </div><div class="t m0 x12 he y1b ff2 fs6 fc1 sc0 ls1 ws0">ar<span class="_ _2"></span>chitecture, …</div></div><div class="c x24 y30 wd hb"><div class="t m0 xe hc y23 ff2 fs3 fc1 sc0 ls1 ws0">optics</div></div></div><div class="pi" data-data='{"ctm":[1.333333,0.000000,0.000000,1.333333,0.000000,0.000000]}'></div></div>
<div id="pf5" class="pf w0 h0" data-page-no="5"><div class="pc pc5 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6275d72e9221806f9db5822a/bg5.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">Lecture 1 - </div><div class="t m0 x2 h3 y2 ff1 fs1 fc0 sc0 ls1 ws0">Fei-Fei Li & Justin Johnson & Serena Yeung</div><div class="t m0 x20 h12 y31 ff2 fs8 fc1 sc0 ls1 ws0">Related Courses @ Stanfor<span class="_ _0"></span>d</div><div class="t m0 x25 h13 y32 ff8 fs9 fc1 sc0 ls1 ws0">•</div><div class="t m0 x26 h14 y33 ff2 fs9 fc1 sc0 ls1 ws0">CS131 (Fall 2016, Pr<span class="_ _2"></span>ofs. Fei-Fei Li & Juan Carlos Niebles): </div><div class="t m0 x27 h15 y34 ff8 fsa fc1 sc0 ls1 ws0">–</div><div class="t m0 x28 h16 y35 ff2 fsa fc1 sc0 ls1 ws0">Under<span class="_ _2"></span>graduate intr<span class="_ _2"></span>oductory class </div><div class="t m0 x25 h13 y36 ff8 fs9 fc1 sc0 ls1 ws0">•</div><div class="t m0 x26 h14 y37 ff2 fs9 fc1 sc0 ls1 ws0">CS 224n (W<span class="_ _4"></span>inter 2017, Pr<span class="_ _0"></span>of. Chris Manning and Richar<span class="_ _2"></span>d </div><div class="t m0 x26 h14 y38 ff2 fs9 fc1 sc0 ls1 ws0">Socher) </div><div class="t m0 x25 h13 y39 ff8 fs9 fc1 sc0 ls1 ws0">•</div><div class="t m0 x26 h14 y3a ff2 fs9 fc1 sc0 ls1 ws0">CS231a (Spring 2017, Pr<span class="_ _2"></span>of. Silvio Savar<span class="_ _0"></span>ese) </div><div class="t m0 x27 h15 y3b ff8 fsa fc1 sc0 ls1 ws0">–</div><div class="t m0 x28 h16 y3c ff2 fsa fc1 sc0 ls1 ws0">Cor<span class="_ _2"></span>e computer vision class for seniors, masters, and PhDs </div><div class="t m0 x27 h15 y3d ff8 fsa fc1 sc0 ls1 ws0">–</div><div class="t m0 x28 h16 y3e ff2 fsa fc1 sc0 ls1 ws0">T<span class="_ _7"></span>opics include image pr<span class="_ _2"></span>ocessing, cameras, 3D r<span class="_ _2"></span>econstruction, </div><div class="t m0 x28 h16 y3f ff2 fsa fc1 sc0 ls1 ws0">segmentation, object r<span class="_ _2"></span>ecognition, scene understanding </div><div class="t m0 x25 h13 y40 ff8 fs9 fc4 sc0 ls1 ws0">•</div><div class="t m0 x26 h14 y41 ff6 fs9 fc4 sc0 ls1 ws0">CS231n (this ter<span class="_ _3"></span>m, Prof. Fei-Fei Li & Justin Johnson & </div><div class="t m0 x26 h14 y42 ff6 fs9 fc4 sc0 ls1 ws0">Ser<span class="_ _2"></span>ena Y<span class="_ _7"></span>eung) </div><div class="t m0 x27 h15 y43 ff8 fsa fc4 sc0 ls1 ws0">–</div><div class="t m0 x28 h16 y44 ff6 fsa fc4 sc0 ls1 ws0">Neural network (aka “deep lear<span class="_ _3"></span>ning”) class on image </div><div class="t m0 x28 h16 y45 ff6 fsa fc4 sc0 ls1 ws0">classification </div><div class="t m0 x25 h13 y46 ff8 fs9 fc1 sc0 ls1 ws0">•</div><div class="t m0 x26 h14 y47 ff2 fs9 fc1 sc0 ls1 ws0">And an assortment of CS331 and CS431 for advanced </div><div class="t m0 x26 h14 y7 ff2 fs9 fc1 sc0 ls1 ws0">topics in computer vision</div><div class="t m0 x5 h5 y2 ff4 fs3 fc0 sc0 ls2 ws0">4/4/2017<span class="_ _1"></span><span class="ls1">5</span></div></div><div class="pi" data-data='{"ctm":[1.333333,0.000000,0.000000,1.333333,0.000000,0.000000]}'></div></div>
