Questions tagged [tensorflow]
TensorFlow is an open-source library and API designed for deep learning, written and maintained by Google. Use this tag with a language-specific tag ([python], [c++], [javascript], [r], etc.) for questions about using the API to solve machine learning problems. The programming languages that can be used with TensorFlow API vary, so you must specify the programming language. Please specify the application area such as [object-detection] as well.
tensorflow
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How can I downgrade the python in the terminal in visual studio code?
I have a piece of code I need to run but it is only compatible with tensorflow 1.3,1.4 and 1.5. I think I need to downgrade python in order to run this however the terminal has python 3.10
I have ...
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Tensorflow can't find available GPUs (win11)
I have a pretty common issue: tensorflow framework can't recognize available GPUs on my laptop.
When i try to list available GPUs in VS Code using Python (v3.11.0):
import tensorflow as tf
print("...
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tensorflow>=2.16.2 -> compile doesn't use provided loss function
I am training a model with tensorflow 2.x.
Up to now, I was using 2.14.1 and I had no issue. Now, I upgraded to 2.16.2 (also tried 2.17.0) and the same code doesn't work anymore. The whole model ...
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Object detection and Object classification in android kotlin
I want to deploy two object detection models in a single project: the first model to detect cars and the second model to detect license plates. For the first model that detects cars, I want to apply a ...
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How can I save a Keras file with custom layer so that it keeps the trained weights
Inspired by https://keras.io/examples/vision/captcha_ocr/ I tried to build a similar CaptchaAI that can solve 6 instead of 5 characters (as in the linked example).
The whole model and training data ...
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Inconsistent Model Predictions When Using Entire Validation Dataset vs. Batch Sampling in TensorFlow
I am training a deep learning model using TensorFlow and Keras on an image classification task. My model achieves high validation accuracy when evaluated using the validation_ds dataset. However, when ...
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Why are gradients None for all variables in my TensorFlow Siamese Network during training?
I'm training a Siamese Network in TensorFlow for image registration. The network takes a pair of images (fixed and moving) and outputs parameters for an affine transformation that aligns the moving ...
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ValueError: The layer sequential_10 has never been called and thus has no defined input
I'm trying to make a Flappy Bird AI, using the flappy_bird_gym repository using Tensorflow. I have created an environment using conda in WSL2, tensorflow version 2.17, with keras-rl2 and keras 3, ...
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AttributeError: 'list' object has no attribute 'shape' error
I am trying to predict stock prices. Here is my code:
import pandas as pd
import yfinance as web
import numpy as np
from sklearn.preprocessing import MinMaxScaler
from tensorflow.python.keras.models ...
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ValueError: Arguments clone_function and input_tensors are only supported for Sequential models or Functional models
I am using Quantization aware training. I refer to the lstm code on the Internet and want to put QAT into lstm, but I encountered a ValueError.
ValueError Traceback (...
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Flutter for face recognition
do anyone know how to archieve this? I have been trying it with tensorflow lite but i always get "Interpreter has not been initialized" and im not getting more error messages. there are ...
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TF/Keras why did MaxPooling3D return a tuple of one tensor instead of a singleton tensor in this snippet?
tensorflow 2.15 backend
inp = layers.Input(batch_shape=batch_shape)
print('Input {}'.format(str(inp.shape)))
Input (1, 7, 60, 60, 1)
x = inp
x = layers.Dropout(0.2)(x)
x = layers....
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different predictions on same data, TenserflowJS
I have saved a TFJS model to a document in cloud firestore, if I run this code straight from the browser:
const jsonObject = JSON.parse(TFModeljson);
loadedModel = await
tf.loadLayersModel(tf.io....
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AttributeError appears while importing sciann
I am using following packages:
Tensorflow Version: 2.16.1,
Keras Version: 3.3.3.dev2024060803,
Python Version: Python 3.11.7 ,
Conda Version: conda 24.5.0
While running the code "import sciann as ...
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Why is the actor loss for actor-critic is multiplied by -1?
https://www.tensorflow.org/tutorials/reinforcement_learning/actor_critic#3_the_actor-critic_loss
In this TensorFlow guide for the Actor-Critic method, the actor loss is calculated using the following ...
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