New to machine learning? Watch a video course to get practical working knowledge of ML using web technologies
View series
透過集合功能整理內容
你可以依據偏好儲存及分類內容。
TensorFlow.js 模型
Explore pre-trained models to add computer vision, natural language processing (NLP), and other common ML tasks to your web and browser-based applications.
圖片分類
使用 ImageNet 資料庫 (MobileNet) 的標籤分類圖片。
物件偵測
在單一影像中定位及辨識多個物件 (Coco SSD)。
簡易臉部偵測
使用 Single Shot Detector 架構搭配自訂編碼器 (Blazeface) 偵測圖片中的臉孔。
臉部特徵偵測
預測 486 個 3D 臉部特徵點,推論人臉表面的相似幾何。
姿勢偵測
統合姿勢偵測 API,可從三個模型中選用一個,即時偵測非典型姿勢和快速的肢體動作。
手勢偵測
手掌偵測工具和全手指骨追蹤模型。每偵測到一次手部,即可預測 21 個 3D 手部關鍵點。
肖像深度評估
Estimate a depth map for a single portrait image of a human.
文字惡意指數偵測
針對留言在對話中可能造成的影響評分 (惡意指數,從「極度惡意」到「極度善意」)。
語音指令辨識
將語音指令資料集 (speech-commands) 中的 1 秒音訊片段分類。
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"缺少我需要的資訊"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"過於複雜/步驟過多"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"過時"
},{
"type": "thumb-down",
"id": "translationIssue",
"label":"翻譯問題"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"示例/程式碼問題"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"其他"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"容易理解"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"確實解決了我的問題"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"其他"
}]
{}
[[["容易理解","easyToUnderstand","thumb-up"],["確實解決了我的問題","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["缺少我需要的資訊","missingTheInformationINeed","thumb-down"],["過於複雜/步驟過多","tooComplicatedTooManySteps","thumb-down"],["過時","outOfDate","thumb-down"],["翻譯問題","translationIssue","thumb-down"],["示例/程式碼問題","samplesCodeIssue","thumb-down"],["其他","otherDown","thumb-down"]],[],[],[]]