python人脸识别学习笔记 tensorflow dlib opencv
dlib人脸检测API解析: dlib.get_frontal_face_detector() :https://www.geek-share.com/detail/2722785201.html
PyCharm整体缩进也是Tab键
图像边缘填充API:cv2.copyMakeBorder() : https://blog.csdn.net/weixin_35732969/article/details/83714492
sklearn中train_test_split,训练测试集分割: https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html
参数:test_size : float, int or None, optional (default=0.25)
If float, should be between 0.0 and 1.0 and represent the proportion of the dataset to include in the test split. If int, represents the absolute number of test samples. If None, the value is set to the complement of the train size. By default, the value is set to 0.25. The default will change in version 0.21. It will remain 0.25 only if
train_sizeis unspecified, otherwise it will complement the specified
train_size. 0-1之间是训练集的比例,整数为训练集个数
参数:random_state : int, RandomState instance or None, optional (default=None)
If int, random_state is the seed used by the random number generator; If RandomState instance, random_state is the random number generator; If None, the random number generator is the RandomState instance used by np.random. 如果是int类型的就是随机数种子。
随机种子(Random Seed)是计算机专业术语,一种以随机数作为对象的以真随机数(种子)为初始条件的随机数。一般计算机的随机数都是伪随机数,以一个真随机数(种子)作为初始条件,然后用一定的算法不停迭代产生随机数。https://baike.baidu.com/item/%E9%9A%8F%E6%9C%BA%E7%A7%8D%E5%AD%90/9844665?fr=aladdin
shape与reshape: https://www.geek-share.com/detail/2717314548.html
astype() : 更改数据类型
saver,restore: https://www.jianshu.com/p/b0c789757df6
tf.argmax() : 返回最大元素索引号 https://www.geek-share.com/detail/2705864768.html & https://www.cnblogs.com/logo-88/p/9295858.html
PyCharm整体对代码缩进 Shift+Tab
saver使用 : https://tensorflow.google.cn/guide/saved_model
tensorboard使用: activate tensorflow ->进入目录 ->tensorboard --logdir=log, 浏览器进入localhost:6006(用cmd弹出的网址可能因为某种不明网络状况而进不去,当然断网也能进,但是太麻烦了)
创建文件夹:https://www.geek-share.com/detail/2700824120.html
tensorboard训练结果
报错:ValueError: Cannot evaluate tensor using `eval()`
https://blog.csdn.net/spadgerz/article/details/79641848
- OpenCV Python 学习笔记(五) 人脸识别
- python3.6.3+opencv3.3.0学习笔记七--人脸识别效果实录
- python3.6.3+opencv3.3.0学习笔记八--本地视频人脸识别后另存
- tensorflow74 使用tensorflow dlib opencv做特定人脸识别
- C# OpenCV学习笔记六之人脸识别/五官识别测试
- Python scikit-learn 学习笔记—PCA+SVM人脸识别
- opencv-python 学习笔记2:实现目光跟随(又叫人脸跟随)
- Python学习笔记之视频人脸检测识别实例教程
- python/Tensorflow 学习笔记 陆续追加...
- Python学习笔记之图片人脸检测识别实例教程
- 【OpenCV学习笔记 022】人脸识别 小试牛刀
- Opencv Python版学习笔记(八)字符识别-分类器(SVM,KNearest,RTrees,Boost,MLP)
- Opencv Python版学习笔记(八)字符识别-分类器(SVM,KNearest,RTrees,Boost,MLP)
- opencv学习笔记——自己训练人脸识别分类器
- python3.6.3+opencv3.3.0学习笔记五--动态人脸捕获
- OpenCV3学习笔记-人脸识别
- 【OpenCV学习笔记 014】人脸人眼识别
- ubuntu16.04下ROS操作系统学习笔记(六 )机器视觉-摄像头标定-ROS+OpenCv-人脸识别-物体跟踪-二维码识别
- 学习笔记1:深度学习环境搭建win+python+tensorflow1.5+CUDA9.0+cuDNN7.0
- 4、dlib学习笔记--提取人脸特征点(68点,opencv画图)