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In MobileNetV2 model there is an operation named FusedBatchNorm. Can anyone explain how does the FusedBatchNorm operation work?
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asked 4 months ago

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I am very confused about the API in Tensorflow 2.0. How can I create a layer using the low-level API in Tensorflow 2.0? Using the high level API...

asked 4 months ago

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I'm currently using Tensorflow's Dataset API to load and preprocess images for training and testing. Here's a snipped of the code I'm using to do...

asked 4 months ago

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I am trying to make tflite file of a model while using quantization aware training. I'm making and training the model in keras but I've run into...

asked 4 months ago

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I'm making a program for arabic characters recognition using CNN on keras, and then i've trained the model trying different architectures eventho...

asked 4 months ago

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I have object detection model trained using Tensorflow's object detection api and pretrained models. In installation process, especially at COCO...

asked 4 months ago

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I have my own Fasttext model and trained with it a keras classification model with a word embedding layer.
But, I wonder how I can make use of t...

asked 4 months ago

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How can I improve the execution speed of the code below using autograph "magic"?
Given code from here: https://www.tensorflow.org/alpha/tutorial...

asked 4 months ago

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I want to use ELMo in keras and for that i want to use tensorflow-hub, probably similar to (https://github.com/strongio/keras-elmo/blob/master/El...

asked 4 months ago

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I need to use Tensorflow's C API for doing inference on a trained neural network in frozen graph format. As I need to do it 34280 times (due to t...

asked 4 months ago

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I'm using tf.cond and tf.keras.layers.Lambda layer, which referring to layers from another models, for switch models by flag. This compound model...

asked 4 months ago

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When I create a tf dataset from generator and try to run tf2.0 code , It warns me with a deprication message.
Code:
import tensorflow as tf
fr...

asked 4 months ago

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What is the alternative of tf.contrib.layers.xavier_initializer function in Tensorflow 2.0?
The tf.contrib.layers.xavier_initializer is belong to...

asked 4 months ago

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Is it possible to use images with different sizes for learning mobilenet_v2, for example 450x610, 300x200, 670x540 at the same time?
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asked 4 months ago

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Occassionally we may encounter some nan/inf in gradients during backprop on seq2seq Tensorflow models. How could we easily find the cause of such...

asked 4 months ago

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sorry for the noob question, but how do I kill the Tensorflow PID?
It says:
Reusing TensorBoard on port 6006 (pid 5128), started 4 days, 18:03:...

asked 4 months ago

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Im' trying to create a RNN with Python and Tensorflow 2a, but I'm really not sure about what I did...
The prediction results are constants.
What...

asked 4 months ago

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I am looking for a way to softmax parts of a tensor x by their group, which is denoted by a group index y[i], that exists for each element of x....

asked 4 months ago

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I want to subtract every row of Tensor A from every row in Tensor B. This is what I want (this does not produce the result):
A = tf.constant([[1...

asked 4 months ago

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I am currently working with python where I train a Word2Vec model using sentences that I provide. Then, I save and load the model to get the word...

asked 4 months ago

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image1 image2 When looking at eval results on tensorboard training an object detection model, not all bounding boxes around every object is made....

asked 4 months ago

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when am try to export the pb file by the checkpoint of the fine tune model using %run export_inference_graph.py --input_type image_tensor --pipe...

asked 4 months ago

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I want to install Keras on R. How do I resolve proxy errors?
I installed the curl and httr packages, but it was useless.
I tried every method I...

asked 4 months ago

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I have a TF Estimator model with code as follows :
'''
estimator_model = keras.estimator.model_to_estimator(keras_model=model, model_dir=output...

asked 4 months ago

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I'm using the tensorflow deeplab to dolphins segmentation, according to the following images.
https://user-images.githubusercontent.com/307129/5...

asked 4 months ago