课程介绍
Face Recognition 是一个基于 Python 的人脸识别库,它还提供了一个命令行工具,让你通过命令行对任意文件夹中的图像进行人脸识别操作。
该库使用 dlib 顶尖的深度学习人脸识别技术构建，在户外脸部检测数据库基准(Labeled Faces in the Wild benchmark)上的准确率高达 99.38%
本课程将带大家学习基于ubuntu的环境学习Face Recognition需要的环境安装和测试例子运行
人脸检测基于dlib，dlib依赖Boost和cmake
核心模块安装命令：
pip install face_recognition
pip包资源：https://pypi.org/project/face-recognition/
开源项目地址：https://github.com/ageitgey/face_recognition
目录
{
"id": "288",
"isDefault": "1",
"learnMode": "freeMode",
"isMember": "",
"status": "published",
"currentTaskId": "",
"isHideUnpublish": "0"
}
{
"i18nChapterName": "章",
"i18nUnitName": "节",
"i18nLessonName": "课时",
"i18nTaskName":"任务"
}
[{"itemType":"chapter","number":"1","published_number":0,"title":"\u73af\u5883\u5b89\u88c5","result":"","resultStatus":"","lock":"","status":"published","taskId":"3396","isOptional":"0","type":"chapter","isTaskFree":"","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":"","isSingleTaskLesson":false},{"itemType":"task","number":"1","published_number":"1","title":"apt\u547d\u4ee4\u5b89\u88c5cmake","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3707","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":1,"published_number":0,"title":"\u4e0a\u673a\u7ec3\u4e6010\u5206\u949f\uff08\u7b2c\u4e00\u6b21\u514d\u8d39\uff09","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3708","isOptional":"0","type":"nowplay","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":false},{"itemType":"task","number":"2","published_number":"2","title":"Jupyter in\u300c\u300d\u4ee3\u7801\u5b89\u88c5cmake","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3709","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":1,"published_number":0,"title":"\u5728\u7ebf\u4e0a\u673a\u7ec3\u4e6010\u5206\u949f\uff08\u7b2c\u4e00\u6b21\u514d\u8d39\uff09","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3710","isOptional":"0","type":"nowplay","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":false},{"itemType":"task","number":"3","published_number":0,"title":"\u5b89\u88c5opencv-python\u6a21\u5757","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3715","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":"4","published_number":0,"title":"\u5b89\u88c5dlib\u3001numpy\u3001boost\u3001Pillow\u6a21\u5757","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3717","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":"5","published_number":0,"title":"\u5b89\u88c5face_recognition\u6a21\u5757","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3716","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"chapter","number":"2","published_number":0,"title":"\u5b9e\u4f8b\u4ee3\u7801","result":"","resultStatus":"","lock":"","status":"published","taskId":"3397","isOptional":"0","type":"chapter","isTaskFree":"","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":"","isSingleTaskLesson":false},{"itemType":"task","number":"6","published_number":"3","title":"face_locations\u5b9a\u4f4d\u56fe\u4e2d\u6240\u6709\u4eba\u8138","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3711","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":1,"published_number":0,"title":"\u5728\u7ebf\u4e0a\u673a20\u5206\u949f\uff08\u7b2c\u4e00\u6b21\u514d\u8d39\uff09","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3712","isOptional":"0","type":"nowplay","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":false},{"itemType":"task","number":"7","published_number":"4","title":"\u7ec3\u4e60\uff1a\u8bc6\u522b\u81ea\u5df1\u4e0a\u4f20\u7684\u56fe\u7247\u5e76\u8bc6\u522b\u6240\u6709\u4eba\u8138\u5e76\u663e\u793a","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3713","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":1,"published_number":0,"title":"\u5728\u7ebf\u4e0a\u673a\u7ec3\u4e6020\u5206\u949f","result":"","resultStatus":"","lock":false,"status":"published","taskId":"3714","isOptional":"0","type":"nowplay","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":false},{"itemType":"task","number":"8","published_number":0,"title":"load_image_file\u52a0\u8f7d\u4eba\u8138\u56fe\u7247\u6587\u4ef6","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3718","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":"9","published_number":0,"title":"face_encodings\u5bf9\u4eba\u8138\u8fdb\u884c\u7f16\u7801","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3719","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":"10","published_number":0,"title":"compare_faces\u4eba\u8138\u5bf9\u6bd4","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3720","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true},{"itemType":"task","number":"11","published_number":0,"title":"\u68c0\u6d4bmp4\u89c6\u9891\u4e2d\u7684\u4eba\u8138\u5e76\u622a\u53d6\u4eba\u8138","result":"","resultStatus":"","lock":false,"status":"create","taskId":"3721","isOptional":"0","type":"text","isTaskFree":"0","watchLimitRemaining":false,"replayStatus":"","activityStartTimeStr":"","activityStartTime":"","activityLength":"","activityEndTime":"","fileStorage":"","isTaskTryLookable":0,"isSingleTaskLesson":true}]
{
"text": {
"icon": "es-icon es-icon-graphic",
"name": "图文"
}
,
"video": {
"icon": "es-icon es-icon-video",
"name": "视频"
}
,
"audio": {
"icon": "es-icon es-icon-audio",
"name": "音频"
}
,
"live": {
"icon": "es-icon es-icon-live",
"name": "直播"
}
,
"discuss": {
"icon": "es-icon es-icon-discuss",
"name": "讨论"
}
,
"flash": {
"icon": "es-icon es-icon-flash",
"name": "Flash"
}
,
"doc": {
"icon": "es-icon es-icon-document",
"name": "文档"
}
,
"ppt": {
"icon": "es-icon es-icon-ppt",
"name": "PPT"
}
,
"testpaper": {
"icon": "es-icon es-icon-examination",
"name": "考试"
}
,
"homework": {
"icon": "es-icon es-icon-task",
"name": "作业"
}
,
"exercise": {
"icon": "es-icon es-icon-exercise",
"name": "练习"
}
,
"download": {
"icon": "es-icon es-icon-downloadfile",
"name": "下载资料"
}
,
"nowplay": {
"icon": "es-icon iconfont icondiannao1",
"name": "实训"
}
}
1713421229
课程来源
