原创 numpy.stack()系列

numpy.vstack Stack arrays in sequence vertically (row wise). numpy.dstack Stack arrays in sequence depth wise (along th

原创 vgg16解構

Usage:   with slim.arg_scope(vgg.vgg_arg_scope()):     outputs, end_points = vgg.vgg_16(inputs) def vgg_arg_scope(weig

原创 微信電腦版無法獲取二維碼

Winsock協議配置有問題,需進行一下重置工作,可以用netsh winsock reset命令來重置Winsock目錄重新初始化網絡環境來恢復網絡暢通。 cmd 輸入“netsh winsock reset catalognetsh

原创 collections.namedtuple兩例

import collections class MyTupleClass(collections.namedtuple('MyTupleClass',['name', 'age', 'job'])): ''' ''

原创 高端索引tf.gather_nd(params, indices)

import tensorflow as tf import numpy as np params = np.arange(23) a = tf.gather(params,1) with tf.Session() as sess:

原创 l1和l2正則化

L1 regularization encourages sparsity. import tensorflow as tf import tensorflow.contrib as contrib weight = tf.const

原创 tf.stack() trival

Stacks a list of rank-R tensors into one rank-(R+1) tensor. import tensorflow as tf a = tf.constant([[1,2,3],[4,5,6]])

原创 tf.argmax的axis

import tensorflow as tf import numpy as np x = np.ones((2,5,5,1)) z = tf.argmax(x,axis = 3) print(z.get_shape()) wi

原创 Resnet解構

卷積層的殘差連接(Residual Network) from keras.layers import add, Convolution2D, Input, Activation from keras.models import Mod

原创 python yield用法

generator,字面翻譯即引擎。可以源源不斷批量生成數據。 看看keras經典例子 def generate_arrays_from_file(path): while True: with open(pat

原创 python json字典模塊詳解,json.dumps(),json.loads()

import json phonebook = {'Beth': '9102', 'Alice': '2341', 'Cecil': '3258'} with open('/media/qiao/DATA1/deep3/logs/'

原创 tf.clip_by_value()防止梯度爆炸

y_pred = tf.clip_by_value(y_pred, 10e-8, 1.-10e-8) 後接log防止出現log0。 import tensorflow as tf v=tf.constant(([1.0,2.0,3.0