
tf/keras
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Append new row to old csv file python
You can use the code below to add a new row to an existent csv file.with open('document.csv','a', newline='') as csvfile: fieldnames = ['fold', 'accuracy','precision', 'recall', 'f1'] writer = csv.DictWriter(csvfile, fieldnames=fieldnames) .转载 2021-03-18 21:28:43 · 169 阅读 · 0 评论 -
AttributeError: type object ‘TFLiteConverterV2‘ has no attribute ‘from_keras_model_file‘
Solution:After loading a keras model instance, you can use "tf.lite.TFLiteConverter.from_keras_model"to replace "from_keras_model_file".from tensorflow import kerasmodel = keras.models.load_model('path/to/location')converter = tf.lite.TFLiteConver.原创 2020-12-25 15:54:04 · 2141 阅读 · 0 评论 -
Find the maximum and minimum value in tensor array
[[2,1],[-1,0]]tf.reduce_min(ldrc)ouput:-1tf.reduce_max(ldrc)ouput:2原创 2020-11-05 20:56:14 · 190 阅读 · 0 评论 -
AttributeError: ‘UpSampling2D‘ object has no attribute ‘op‘
x = layers.UpSampling2D(size=(2, 2)) x = layers.UpSampling2D(size=(2, 2)) x = layers.UpSampling2D(size=(2, 2)) x = layers.UpSampling2D(size=(2, 2)) x = layers.UpSampling2D(size=(2, 2))Solution:忘记把书籍传进去了。x = layers.UpSampling2D(size=(2, 2))...原创 2020-11-02 09:48:38 · 440 阅读 · 0 评论 -
Unable to load vgg16 weights
https://github.com/keras-team/keras/issues/8998generate=vgg16.VGG16(include_top=False,weights='imagenet',input_tensor=y_pre,input_shape=(None,None,3))Error:ValueError: You are trying to load a weight file containing 13 layers into a model with 18 lay.转载 2020-10-29 20:43:04 · 382 阅读 · 0 评论 -
tensorflow.python.framework.errors_impl.DataLossError: truncated record at 40109222 [Op:IteratorGetN
it is main due to the incomplete data.原创 2020-10-25 08:43:23 · 1636 阅读 · 0 评论 -
RuntimeError: tf.summary.FileWriter is not compatible with eager execution. Use tf.contrib.summary
Here is my code:tf.enable_eager_execution()writer = tf.summary.FileWriter(result_path+'logs/')for epoch in range(epochs): if step_count % 100 == 0: ref = tf.summary.image("G_ref/{}".format(step_count), image_batch, max_outputs=12).原创 2020-10-23 17:57:15 · 2854 阅读 · 0 评论 -
Python SyntaxError: non-default argument follows default argument Solution
转载https://careerkarma.com/blog/python-syntaxerror-non-default-argument-follows-default-argument/#:~:text=The%20Python%20%E2%80%9CSyntaxError%3A%20non%2D,come%20after%20non%2Ddefault%20arguments.An argument can have a default value in a Python function. .转载 2020-10-23 09:32:48 · 903 阅读 · 0 评论 -
TensorFlow dataset.__iter__() is only supported when eager execution is enabled
def parse_function(filename, filename2): image = read_image(fn) def ret1(): return image, read_image(fn2), 0 def ret2(): return image, preprocess(image), 1 return tf.case({tf.less(tf.random.uniform([1])[0], tf.constant(0.5)): ret2}, defaul.转载 2020-10-21 17:13:21 · 4651 阅读 · 7 评论 -
how does tf.keras.layers.conv2d with padding=‘same‘ and strides=1 behave
import tensorflow as tfinputs = tf.random_normal([1, 64, 64, 3])print(inputs.shape)conv = tf.keras.layers.Conv2D(6, 4, strides=2, padding='same')outputs = conv(inputs)print(outputs.shape)produces(1, 64, 64, 3)(1, 32, 32, 6)Explanation:K..转载 2020-10-21 08:53:42 · 258 阅读 · 0 评论