人工智能技術應用

項目1 垃圾智能分類模型.............................................................................................................1
任務1 數據采集......................................................................................................................1
任務2 數據標註......................................................................................................................3
任務3 模型訓練......................................................................................................................8
任務4 模型校驗....................................................................................................................11
任務5 模型發布....................................................................................................................12
任務6 模型應用....................................................................................................................14
同步練習...................................................................................................................................18
能力檢測...................................................................................................................................18
項目2 果蔬智能識別系統...........................................................................................................20
任務1 果蔬識別頁面搭建....................................................................................................20
任務2 果蔬識別....................................................................................................................22
任務3 果蔬智能介紹............................................................................................................26
任務4 果蔬智能播報............................................................................................................29
任務5 智能識別....................................................................................................................31
任務6 制作應用軟件............................................................................................................33
同步練習...................................................................................................................................34
能力檢測...................................................................................................................................34
項目3 日常對話翻譯機 ................................................................................................................36
任務1 翻譯機頁面設計........................................................................................................36
任務2 語音錄制....................................................................................................................38
任務3 語音識別....................................................................................................................40
任務4 文本翻譯....................................................................................................................47
任務5 語音合成....................................................................................................................51
任務6 語音播放....................................................................................................................55
任務7 日常對話翻譯機的優化............................................................................................57
同步練習...................................................................................................................................61
能力檢測...................................................................................................................................61
項目4 卡證智能識別與管理系統 ................................................................................................63
任務1 卡證頁面設計............................................................................................................63
任務2 卡證識別....................................................................................................................65
任務3 卡證數據庫................................................................................................................72
任務4 卡證模塊調用與系統集成........................................................................................75
任務5 其他卡證識別測試....................................................................................................77
任務6 卡證拓展....................................................................................................................78
同步練習...................................................................................................................................88
能力檢測...................................................................................................................................88
項目5 智能停車場系統 ................................................................................................................91
任務1 車牌識別....................................................................................................................91
任務2 頁面設計....................................................................................................................94
任務3 數據庫管理................................................................................................................99
任務4 攝像頭識別..............................................................................................................105
任務5 車位分配..................................................................................................................107
任務6 空閑車位統計..........................................................................................................112
同步練習.................................................................................................................................114
能力檢測.................................................................................................................................114
項目6 人臉處理系統..................................................................................................................116
任務1 多頁面設計..............................................................................................................116
任務2 人臉屬性識別..........................................................................................................118
任務3 人臉比對..................................................................................................................125
任務4 人臉編輯..................................................................................................................130
任務5 人臉動漫化..............................................................................................................135
同步練習.................................................................................................................................141
能力檢測.................................................................................................................................141