Глубокое обучение. Погружение в технологию. Артем ДемиденкоЧитать онлайн книгу.

В задачах, связанных с компьютерным зрением, мы также можем добавить случайные артефакты, такие как пятна или мелкие искажения, чтобы сделать данные менее "чистыми".

Преимущества добавления шума к данным:

1. Предотвращение переобучения:

Конец ознакомительного фрагмента.

Текст предоставлен ООО «ЛитРес».

Прочитайте эту книгу целиком, купив полную легальную версию на ЛитРес.

Безопасно оплатить книгу можно банковской картой Visa, MasterCard, Maestro, со счета мобильного телефона, с платежного терминала, в салоне МТС или Связной, через PayPal, WebMoney, Яндекс.Деньги, QIWI Кошелек, бонусными картами или другим удобным Вам способом.

/9j/4AAQSkZJRgABAQEASABIAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0a HBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIy MjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wgARCAhhBdwDASIA AhEBAxEB/8QAGwAAAgMBAQEAAAAAAAAAAAAAAAECAwQFBgf/xAAZAQEBAQEBAQAAAAAAAAAAAAAA AQIDBAX/2gAMAwEAAhADEAAAAfAgWAAAAAAmCaBoGAAAmmJgAAAACGAAAJgAAmAIBgAAJggIAKYA gBpggBgCAAAAAaBgCGgAAAAAAAAABpoAAABpiAGmgAgAoBiABoBpiAGmgaAaYAAmgAAGIAaYIaGA CAYAgAABpgAMEgAoAAAAAAAAAAAAAAAACYAAAAAAAAAAAAACAGAAAAAAJpgb/SHjNHq80c/RmznS OWHUOYjqHLK6hyyOocsrqLmEdQ5ZXUOWHUOWR1Dlh1Dlh1FzA6hyw6hyyuocxHTOYR0zmB1DlldM 5hHUOWHUOWHUOWHTOYHTfLDpvlh03yw6hzFXUOYjpnMI6ZzA6ZzA6ZzA6ZzA6b5YdRcwOmcwOmcw Om+WzpPlh1DmKumcwjpnMDpvlh1FzA6ZzA6b5YdM5gdRcwOmcwOm+WHUOYV0zlh1Dls6ZyyOocsO ocsOocsOocxHTfLDqHMVdM5hHTOYzpnMR1DmKuouYHUOWzpnLDqHLDqHLDqHLZ0zmI6hyyOocsrq HMR1Dlh1Dlh1Dlh1DmI34p7jz8fYzPFno/OiAAAAAAEwATAAAADsHO9c/Gx6XzESgABAwAAAAAAA AAAAAAAE0MTBMEAMAAATBAAAMTExDAAQMAAAAAAAAAENANADAAABADAEAAASjIQAJggYgBgCAGAA AgYgAAGAAAAAAAAAAAAMQIYAIAACSYIAAAAAATQwAABpiBDAAAAAAAAAYgAAAA6fpPEB3uD3+oeM GgQDEAwBNADBHSNXRn5CBMoEwABNA0wAAAAATAEwTQxME0MATTAEAMAAAAAQAAA0wTQwZFgAAAAA AAADQAmCGgaYAAAIAYAgAAG0xAANCaYgBgCAGAAAACAGmA0xAAANNADEAAAMBADTiAAADaAaAAAA AATQwAAAaBAMAAAAAAAAYgAAAAAADdhR7nxGz0x4sYCGCaGKRFiJe4wcOMKAYnQmgaYCBiYDQAAA AAJgJgmAJoYAmAAADECGACYCaAAGmAApRYDQJgAIAK00gF60DBAAAAAAAACaGJiGhpobjIQA00Jp iBgAJpgmAAAAhgAA00RfURBqIAaYgAAGCAGJNAMEDExiGgAAAAAAAAAYRaBgAAAAAAAAxAAAAIYm AAIA7/AZ3eD7jxImIQAMRIXdOv4rsciEBQ0DTBADTBDQ2mIAAAAAAAAAAd6ZwFBoAAaATQwYiURN AMQwAlEJRaGAIAYCIYCGK2oWSTEAAAADTBAAAJgCaAaBpgAAAhgmAACYAAAAAAADQDTSytANSItS VDSIBWAgmluqlFEmKAgYhtMQAAANA0A0xAAxAJgAAAACkgAQ2IE0MAE0DAEwEwTEdLqea9qeKTQD QxMXs/GeyPHKURoBiYAAmAAAAADjJIA1QAAAAAAWVgAwQAAAAKSFfSHT5rigmlaaGAAA00DTLIp2 QaJXfQ0ixkQajUkgAoAAANMQAAAAAAAA1IQ0gmgAUAAAAAAAGIAAAABggmglGQtWWVJCg055kABN McWlABAwTBpoAABiAAAaAAYJoAAAAAEwGAgkJNAAAIGAAACGCAJB67yHdOLDq8oTTE0w9h4/155A UiI0A0MTAAAAAAAGmJoQGlAAAAAGgY4gNAAAA00ggVuLGgATAGIAaaQaakoysiBKAkbnGogQWV3m dgCdpUDVDEQCiAAAAAAGmACOLQAKAAAAAwEAYkxUTklTAnG6sgBQ2CU4ABBIVICE1ISBQABMTUgQ CaYNAAA0xSjJIsFQAAAAAAAwTQMSACgAAAAAIGmCCGxWLdh0r2vOeo8uDAE0P1/kPXnj2gkmhNMA ABiGgAAAARJAAMQAAAAAAxNBDVAAANNAmCaBtMQANMQCDUiMoyFKLBSjTTUWQFTTQaM4MRDsqYhA 2mICkBKFolQCgCDUhAUDUIBQAB6LMw1DABiAETspKAIvqRSAJiBCkRAicZQppoUoyiICgAAhsQJo GAADTQ0xGgHFpQAAAAAAGAhSBAAAAAAA0AAJoGpBFgtObSd/y/qPMDQAAL2HkPXnkAAaBDQwAAGJ iAAAEwBMBoAAAAAAAYkGICUVGMa0zTCAomAAAAAANISTIyRTJIcLIonGSptpGMoq00NMFNTK3JkW wipNKk1LeqikNQAA0xgUJqEAAA9WV0gIc42VBjSMbArJi1kkAAmmMJpXJMi1KVwnChMENCAlaaAA aBABQAAAYCknZFqURAUAAAAAaBoEBxViYAAJg0DQAAIGA4jAFoz6D0HmPT+YAAAA9f5D18eQAoAA TAAAAAAaAAAQ0wYOyIOUTETTVDRJNICkCUqTTLZ0ogBKAA0xAAAMBFZC4g77LMinEcZKyDHK3F0o TjKJg5RkjYCEhuDUlCxKQJQAE0AAxMBlICEADTBpiAJyi7BwCZFjaYoyRABUwJSSsanXBOMhwkEb Z7DmQ0UEAJpppBpiAABQAGpApRscWQxFCCUABoAGCaBqSKLFAQwBNSBNAAAIGACYABfn0HoPMen8 wAMQxF6/yHr18gAAAmIYAAAAAAAAAAASiwHFJJoQ0rQEhCAJWxWDEOMow0CgAADTQNMBpDRRea76 rTn13U6ykxa5RlKwVjjOEANYtML6OynFNGdSUZCtrtShSjK00AAKSAAGnSAEDhNoGnSBxYmrFGUV ADXn63ISMoyWLUiLAnFlkoThCnCY5RmmzTRbNY8O7DZCSlLFAo0wQAAAA2nYmmRknCExDSgAAAxo RYrTigAoACaG0AAAAIYIAYACDRn0R6Hy/qPMUDgSIyRev8h69fICYAAmCAGAAAAAAAmAAADE0HGV JMhA1cZRRgADoRIipRgAUAAAAAAG1JFODra8qSUEiTi6hJOVodjhOA2nCBi1VXWZ6761gSjK5VyL tkqLnCvQdjOvDH0/sL8g6f16Z8Fj0OfTEIAClFxKLKUoyFODGJEkNETK2ZOxSnJmpy1MBDFbTscH EkEYdlMjdLEFmacAaawDVEKO3xRAKAAASTSSjKNNOMEoyWIAAA0wYrFJECBQAaATGCAAAAEADTAA ABaM+g9D5n03mBIIGKpev8h688c0wTQwBDQxMAAAAAAAaAGj03a1+yjwR70PBr3oeCPei+DXvRPB HvQ8Ge8D4pz+/wADUcZREBAAoAgNKNNCSnUCUTbHXCznPXujiNSAkVCSkOu2sAZCSkOcUhCU1rXb +hS/P/V+xM3ndBigAAAAfJvOe48PYAIAAIG0DFKkJjTaJylUCcUsjAHEcqakIUqlGUEFJqoTjEWp CbdQTUrGiIiGgAAAAkpCcZUKURJqGAqAQAUkpWKI5XFpABQAAAYgAAAAQAQwKEA00GrNpO/5f1Hl gmpIosF7Dx/r18gmCABgCYIAYAAAAAAAwQH0v2XjfZSgAAAAAAAAAfIuD3uFrLixIqUZoAABBlpT JSFMVk676AaCy2hUpJwxlRYDhKIxoQEJAr9Pz/r0paEoAAABEkczkJ6o+f8ALr0fzPpYrKi0Ki1l JfIzu2aUaa51RG2MRJIJVhNRAAVyjJEwpSTHCSGCHFxG4uJIVJSUW06qKqLIZqAABQGjGqCQELKx AQNNUADUkBwokmRAgAUBiAATAAAAQQMKE0AANMNGfQd/zHp/NDraCcGHr/JetPIAhgAAAAJgmgkJ oIYgFGmIBPpfsvG+ymgAM2ny5tPj0rPr6+Q1n2I+OkfYn8dlXW5IJu2+l92vx9fYSPjx9hD48fYQ +P8Ao/eh8np+vFfJcf2bz6fLejy/plniT6+TXyE+vB8Ry/Sfm9yONlKNsEWzN9Xl+fn1wmvkS+vI +I5fQO5992gzsABV/Mk9p5zxNms9nlwVhCysc4yHXOAgAkmOXqPaS/Mex9KJfny+hC/MuR9kE+Ew +yeHryUdFAwEXR5/0xfHP68S/I19dD4rk954i5oLIWEn72Xy6+vk18gf14PkPM+vfHrKZRnZpzaf Xx47f9V2S/Mr/oxL83xfVQ+IZPvHBr5Id7h2JpDhKMAAPqfQF+a9z6nOPm9n0QPmPH+zB8Gh9p8L XjxoBoBoEMBiJoUTQAwAAAQ0NAPRn0noPMen8qgyxYRkh+v8d7E8eNAAAAAAACaBpg0DTETErTR9 L9l432UoAHmPT+YPlTI3NldsKgDlJRkSUZWfRPbeN9lmgCgAAAAAAef9B59PlXb8/ZvP3Y5PWxsA KPjH275xc+PsqnrM4CrtfW/HeyxsAlPO+i+WJ5n6R82+y6nVAzoCk8B4z0nvrn5v3PoQvh4e7I+a 8D7TCz4cfRfn1lajGrCtpp+lnpM6AJoAAAAAAPN/LvuvmbPlZOOsr6X81+lS+vAzoAPEeK9r4XWI RJWdn6zy+tjYApGXhE89xSWsQ6FX1ta+qGdgAAAAAAvD+5E+Dw934TUcJwg9fn+qSxsBQAAAAAA8 x8v+7+RT5igpoABgmgBAADAAAABDAaDVmvTv+X9R5hZRaQAVew8h688gSVgghMFBiIBQAQ0NpiYI JpQYn0r2XjvYygCnl/UeXPlsSWstBZBSWdEoyJEHZ9O9b5X1WaAKs9XxFPuZ8Mdfdbvmv0qABTz/ AKDgJ8lknvPr/pHw77TnWgCU4/YD4TPqcnfMsp9Wv0TQGNgBg+Ne48JrL+5fFPt0rAlITCMgAAAA ADm9IPjnM+pfLN4frfJ/YI6oGdgAVYPlyfRT5TLWft9vxX6tnXUAUAPmnlPsHx/WF9I+bfST14Gd gB4fwXvPA6w/d+Z+vSzAmgKjmfJOjytYberU917CE+ewBQPNJ2uJ8xz19f7fwXux9fKL1ACHx37L 45Pmtlfr7Pf7QmgAOC/klnpc/nZp7z3Hwn0a/WQJRMPkPA+pfLrEDBNAxIIagAmmAMQ4gwGiSRvq tX0HmfT+XCSVgJynr/IevjyKToAAAbixDQADQ0QCsQMTExH0z2PjfZSgAeX9R5g+Uzg7myu6mpQm iMoylU4Oz6t6Xz3oc0AXmfFvsfx2xNFns/pPzT6XmgCnA7/BT5lljHeX9D+ddOX7OJ50AHjvnX2/ 4tc0fW/n31wYE0Qn5lPnWKxbxo+2/EPt+dgEoAHDPk9npsvnJWe09z8R6x9kKrc6ABfH/sPz258z 9o+TfWQAmgKj5bx4S3zioRJd7zs5fu5XZnYAL4n9t+QWcT6X80+lJ7ACaADFg7gYtoAAHzr03ym5 gnHUfqPLe5j6CBnYAU/F/qPyO5SCkEj3X0D5B9flAJTndGB8H+o/Mvr1nZAlADwvm/rwnyI+uh8g f14XDuAADH8P+9fCkpYqGgABMATAACRGwQ5QAJRAvz6Tv+Y9P5gE0BKI/X+Q9hHjwKGgAAAGJogF AAAAAGmCBPpfsvG+ymgAPL+o8wfKlJWWwauYzhJYsIBWV9h69F+dAB5/5N9O+Z3NQ1XsfpfzT6Xm gCnC7vCT5Cw1lxsgfWfQ/L/qE0ASnzn6Nyk4fsc+gAFPlP0L5BrMU43L+5fC/smddQCaAD5z5H1v jNYJ1slbRbZ9U9D5z0eNgCniva+JTzv1j439ksAJoovR8Ls087fOxRAlX0ZfsdwZ2AB8i+u/GLOZ 9L+b/SLPXgZ0AAAAAAHN+P8A3Lxlz86nC3Uh7fxfqY+lAZ2AHA+S/bPidzFBTnGSdX7H8y+mzQBK RllPin17459Xs9GBKAAed4ie9PAi++PBCe9PAh748Ej3nwv23hCLCkAHofPXJfisrABRghFpWAAA JgaM+k7/AJf0/mAGAlJF7Dx/r18gAAAAAAAA0NEAoAAANAwE+ley8b7KaAA8x6fy6fLYyWpKE6yc ZIlF+kPMep9R6bNuAUAPDeB9P5jWIwsrX2P0v5p9LzQBTh9zip8mjdHpzpi1LZ9l+Ne3l98BnYAA ABUeC8bqz75wjbGofRvnfZzfrgnnYAcD5N948jc/M1vyVDoX/SU6WgM6AFPnP0T4vZn+0fE/oNz7 UDOwA8p87+3+e1n5XH1as8n9M0+kzoAlADJ8U978/wBZt+jfNvpKeuAzsAPMeU7nhNY+mel+L/XZ dYE0RkHybgfavkOsY+tyrdT7i+J2+ewBT5t9JinwV/SfP2eZt9X7Kl1wzQBTzXpflSeZ914XbX24 qtlADkfH/u/IT4y/WcmuUdfrp5PqfT+hL8Jj3uFQMBAAAJoGAAwQgYAAAmAwWjPoO/5n0/mRIATA 9f5D2EePAoAAAAAABoGmgAAAAAaD6X7LxvspQAPMen8wnywDWZV2VqTrkHvfB/Qo9wBNAAQn5pPm +RPWSytV676X80+l40AKcfschPk9d8evKmq+GdSueNPulnk/WY6ACgAeW9T8kueY4m8EXEK7qj6n 6L4v9ZxveBNAAozAAAAA4icr5xrx6zt0css+07vkP1PO9YEoAAAAAAGGfypOfma3mX0n5x9Hj1wG dgB4vxPs/Db5no/NVn3Y876LGwBTyfrEnwnV2+P057/rHw71+dfRSE87AAAAAAADjmT5NpzWOM42 e99/8H+kS+wAlAAAAAADP8j+ycBPkSaoAAATTAAYIABAwAAAYINFF56Hy3qPLgyI24oew8h65fIp iIaUAAAAAAGJogaoAAAAPpfsvl3dj2h4sPaeXx8dfIOMtZlCytEMV/SvmftY+jnG3TWsw8E9H8hj zblyiWOUbK9V9L+Qerzr2h4wj2fB5nPs8lFrfPsGtzXmaNOWu79d+D/Ysa6wE0AHF+S+r8jvF7rn ciIjqlIjsz1L9Y73wvvY19WPIdmXrGaS3mLmp34eK8jZ7P59VGrq1KweiyzNqz5o+r+j+C9nO/sR 4bsHoTkRjsnm+Qe6874Dk2dXnOOsxUkT+jfPPSr9MPHPOvYHjwy+I73nrlX5tNmn698R9LL9QPGP OvZHjGem+U+x4es+X05dGs9f6F8iqzr7ufJ/R517U4F52Di4T1EPn/lT3PgM09SDUgGJFqS+v9/8 P0R9zPl/oJfYHAvOwcXGvpl4Lyye8+b5lQAJgCYAAMEQCgIYAAAAANDRn0Hf8x6jywSjeFHQ59h7 Dx/sJryACJoAlFQGIABMABpiCYJoULK0GmoMsSkglGROE4IACYDadFd1Mo1MQSRWV2WUhKVPoc+r nCdk1JJ6T0

Скачать книгу