嵌(qian)(qian)入(ru)(ru)(ru)式(shi)人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)基(ji)(ji)礎(chu)課(ke)(ke)(ke)(ke)占24個課(ke)(ke)(ke)(ke)時,分(fen)為四個模塊:嵌(qian)(qian)入(ru)(ru)(ru)式(shi)人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)教(jiao)學科(ke)研平(ping)臺(tai)課(ke)(ke)(ke)(ke)程(cheng)(cheng)、基(ji)(ji)礎(chu)與環(huan)境(jing)課(ke)(ke)(ke)(ke)程(cheng)(cheng)、百度飛槳(jiang)(jiang)入(ru)(ru)(ru)門(men)課(ke)(ke)(ke)(ke)程(cheng)(cheng)、OpenCV入(ru)(ru)(ru)門(men)課(ke)(ke)(ke)(ke)程(cheng)(cheng)。嵌(qian)(qian)入(ru)(ru)(ru)式(shi)人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)教(jiao)學科(ke)研平(ping)臺(tai)課(ke)(ke)(ke)(ke)程(cheng)(cheng)占用(yong)(yong)2個課(ke)(ke)(ke)(ke)時,主要(yao)介(jie)紹嵌(qian)(qian)入(ru)(ru)(ru)式(shi)人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)教(jiao)學科(ke)研平(ping)臺(tai)的特(te)點、基(ji)(ji)本操(cao)作與使用(yong)(yong)。基(ji)(ji)礎(chu)與環(huan)境(jing)課(ke)(ke)(ke)(ke)程(cheng)(cheng)占用(yong)(yong)8個課(ke)(ke)(ke)(ke)時,包含人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)簡(jian)介(jie)、人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)環(huan)境(jing)搭建、C、C++、Python的基(ji)(ji)礎(chu)簡(jian)介(jie)等,掌(zhang)握嵌(qian)(qian)入(ru)(ru)(ru)式(shi)人(ren)(ren)工智(zhi)(zhi)(zhi)能(neng)(neng)(neng)學習的基(ji)(ji)礎(chu)知(zhi)識與基(ji)(ji)本環(huan)境(jing)搭建;OpenCV入(ru)(ru)(ru)門(men)課(ke)(ke)(ke)(ke)程(cheng)(cheng)包含OpenCV簡(jian)介(jie)、OpenCV編程(cheng)(cheng)入(ru)(ru)(ru)門(men)、圖像的存取與顯示(shi)等,這(zhe)部(bu)(bu)分(fen)課(ke)(ke)(ke)(ke)程(cheng)(cheng)可以了解(jie)OpenCV、掌(zhang)握OpenCV的編程(cheng)(cheng)基(ji)(ji)礎(chu),為后面算(suan)法(fa)課(ke)(ke)(ke)(ke)程(cheng)(cheng)、案例(li)課(ke)(ke)(ke)(ke)程(cheng)(cheng)打(da)下(xia)基(ji)(ji)礎(chu);百度飛槳(jiang)(jiang)入(ru)(ru)(ru)門(men)課(ke)(ke)(ke)(ke)程(cheng)(cheng)占用(yong)(yong)4個課(ke)(ke)(ke)(ke)時,包含百度飛槳(jiang)(jiang)的簡(jian)介(jie)、百度飛槳(jiang)(jiang)的安裝、常(chang)用(yong)(yong)API簡(jian)介(jie)、編程(cheng)(cheng)入(ru)(ru)(ru)門(men),也是為后面的算(suan)法(fa)、案例(li)課(ke)(ke)(ke)(ke)程(cheng)(cheng)打(da)基(ji)(ji)礎(chu),同樣的這(zhe)部(bu)(bu)分(fen)也可以使用(yong)(yong)TensorFlow。
算法課(ke)程(cheng)包含8個課(ke)時(shi),這里(li)包含KNN、K-Means、貝葉斯(si)、決(jue)策樹(shu)、隨(sui)機森林、邏輯回歸、SVM、梯度(du)下降、神經網絡,將(jiang)理(li)論與代碼實(shi)戰結合,掌(zhang)握人(ren)工智(zhi)能領(ling)域中常用的算法原理(li)與代碼實(shi)現(xian)。綜合案例(li)課(ke)程(cheng)占10個課(ke)時(shi),首先以百(bai)度(du)AI開放平(ping)臺(tai)為例(li)介紹如何基(ji)于第三方(fang)平(ping)臺(tai)實(shi)現(xian)圖(tu)像處理(li)、語音(yin)處理(li),然后結合基(ji)礎(chu)課(ke)程(cheng)、算法課(ke)程(cheng)在本地實(shi)現(xian)手寫數字(zi)識別(bie)、文字(zi)識別(bie)、人(ren)臉(lian)檢(jian)測、人(ren)臉(lian)識別(bie)、車牌識別(bie)等,最后以一個智(zhi)能音(yin)箱項目結尾(wei),將(jiang)人(ren)工智(zhi)能在嵌(qian)入式設(she)備上的實(shi)現(xian)方(fang)式完(wan)整地體現(xian)出來。