tensorflow-hub Questions

2

I followed instructions given in the TensorFlow website to install tensorflow_hub and installed it within a conda environment. $ pip install "tensorflow>=2.0.0" $ pip install --upgrade...

2

The following line of code I am trying to run in PyCharm and I have tensorflow_hub installed and imported. use = hub.load("https://tfhub.dev/google/universal-sentence-encoder-multilingual-larg...
Sharleensharlene asked 29/6, 2020 at 21:43

4

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I am trying to use a pre-trained model from tensorflow hub into my object detection model. I wrapped a model from hub as a KerasLayer object following the official instruction. Then I realized that...
Marjie asked 25/5, 2020 at 5:56

4

after writing import tensorflow_hub, the following error emerges: class LatestModuleExporter(tf.estimator.Exporter): AttributeError: module 'tensorflow.python.estimator.estimator_lib' has no att...
Furnary asked 11/4, 2018 at 11:4

3

I ran this code: import tensorflow_hub as hub I got this error: --------------------------------------------------------------------------- ImportError Traceback (most recent call last) <ipytho...
Stumpage asked 28/11, 2020 at 17:16

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When trying to use the hub.load function from tensorflow_hub, I get an OSError: SavedModel file does not exist at: error. The weird thing is that it worked a few days ago, so I don't quite understa...
Thresathresh asked 24/7, 2020 at 17:33

1

I would like to fine tune a pre-trained GAN available online using my own images. For example, BigGAN, which was trained on ImageNet, can generate realistic images. However, I do not want to genera...

2

I have some sentences for which I am creating an embedding and it works great for similarity searching unless there are some truly unusual words in the sentence. In that case, the truly unusual wo...
Ammunition asked 13/3, 2019 at 18:13

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I'm trying to fit a text classification model. Therefore i wanted to use the text_embedding_column function provided by tensorflow-hub. Unfortunately i get a runtime error import tensorflow_hub as...
Adriene asked 3/1, 2019 at 20:46

2

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I am using Colab to run a text analysis code. I am want to get universal-sentence-encoder-large from tensorflow_hub. But anytime running the block containing the code below: module = hub.Module("h...
Conroy asked 1/9, 2019 at 0:21

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I am using the latest version of tensorflow hub, and wondering how one gets information on a model's expected input shape, as well as on what type of collection the model belongs to. For example, i...
Antheridium asked 5/11, 2020 at 14:43

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I tried running this code in TensorFlow 2.0 (alpha): import tensorflow_hub as hub @tf.function def elmo(texts): elmo_module = hub.Module("https://tfhub.dev/google/elmo/2", trainable=True) retur...
Reitz asked 9/4, 2019 at 4:22

2

I have a tfrecord with 23 classes with 35 images in each class (805 in total). My current tfrecord read function is: def read_tfrecord(serialized_example): feature_description = { 'image': tf.io...
No asked 25/11, 2019 at 20:42

6

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The tensorflow_hub library maintainers has made it every easy for users to download and use the pre-trained tensorflow modules, e.g.: import tensorflow_hub as hub embed = hub.Module("https://tfhu...

1

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I attempting to deploy the universal-sentence-encoder model to a aws Sagemaker endpoint and am getting the error raise ValueError('no SavedModel bundles found!') I have shown my code below, I have...

2

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The script retrain.py described in How to Retrain an Image Classifier for New Categories was run as python retrain.py --tfhub_module https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/feature...

1

I'm working on this colab notebook: https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf2_text_classification.ipynb I'd like to replace the gnews swivel embedding...
Osteoma asked 30/4, 2019 at 6:33

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I am new to Tensorflow Hub. I want to use I3D module and finetune this network to another dataset and I need to get the last hidden layer as well as some other layers' outputs. I was wondering if t...

1

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Trying to import some models with Tensorflow Hub with this code : import tensorflow as tf import tensorflow_hub as hub elmo_model = hub.Module('https://tfhub.dev/google/elmo/2', trainable=True) ...
Breeder asked 23/10, 2018 at 2:14

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I have spent several hours trying to set up Tensorflow serving of the Tensorflow-hub module, "Universal Sentence Encoder." There is a similar question here: How to make the tensorflow hub embeddin...
Diopside asked 9/10, 2018 at 7:27
1

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