id stringlengths 7 11 | source stringclasses 1
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values | title stringlengths 15 214 | text stringlengths 70 30.5k | url stringlengths 57 160 | tags stringlengths 3 113 | created_at int64 1.22B 1.79B |
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se_75584504 | stackoverflow | MACHINE_LEARNING | Keras: What does Conv2DTranspose exactly do? | Keras: What does Conv2DTranspose exactly do?
I'm a beginner to Keras/Tensorflow. I think I have a basic understanding what Conv2DTranspose generally does. In detail I struggle.
Therefore I wrote an extremly simple example. This example shall show, how the values in a source-matrix, the kernel and a target-matrix are ... | https://stackoverflow.com/questions/75584504/keras-what-does-conv2dtranspose-exactly-do | tensorflow, keras | 1,677,524,183 |
se_79849182 | stackoverflow | MACHINE_LEARNING | Pixel values differ between Python and Android Kotlin when computing MobileNetV3 embeddings, causing mismatched results | Pixel values differ between Python and Android Kotlin when computing MobileNetV3 embeddings, causing mismatched results
I’m having an issue with MobileNetV3 image embeddings:
I compute embeddings for original images in Python and store them in a database.
On Android Kotlin, when a user uploads an image, I also compute... | https://stackoverflow.com/questions/79849182/pixel-values-differ-between-python-and-android-kotlin-when-computing-mobilenetv3 | python, android, kotlin, tensorflow, vector-search | 1,765,959,131 |
se_79444052 | stackoverflow | MACHINE_LEARNING | Python TensorFlow model does not work in Java TensorFlow | Python TensorFlow model does not work in Java TensorFlow
I am training a model in Python using TensorFlow and Keras, and attempting to load it in a Java application. However, I am encountering an error when trying to perform inference.
Java Code
public static void main(String[] args) {
final String MODEL_PATH ... | https://stackoverflow.com/questions/79444052/python-tensorflow-model-does-not-work-in-java-tensorflow | python, java, tensorflow | 1,739,744,948 |
se_58867635 | stackoverflow | MACHINE_LEARNING | Build tensorflow dataset with datasource as database | Build tensorflow dataset with datasource as database
I have to create a data input pipeline with tensorflow tf.data. The datasource is a mongodb and sql server. How can I create a tf.data object from a database. All the articles I see have .tfrecords or .csv as datasource for tensorflow.
Thank you.
Appreciate your i... | https://stackoverflow.com/questions/58867635/build-tensorflow-dataset-with-datasource-as-database | sql, mongodb, tensorflow | 1,573,771,369 |
se_79849841 | stackoverflow | MACHINE_LEARNING | using Google LiteRT from a Tensorflow Lite model | using Google LiteRT from a Tensorflow Lite model
data = tf.keras.utils.image_dataset_from_directory('snails', image_size=(256,256), shuffle=True)
class_names = data.class_names
num_classes = len(class_names)
print("Classes:", class_names)
data = data.map(lambda x, y: (tf.cast(x, tf.float32) / 255.0, y))
data = data.sh... | https://stackoverflow.com/questions/79849841/using-google-litert-from-a-tensorflow-lite-model | tensorflow, tensorflow-lite, image-classification | 1,766,005,834 |
se_75358846 | stackoverflow | MACHINE_LEARNING | can I use .h5 file in Django project? | can I use .h5 file in Django project?
I'm making AI web page using Django and tensor flow. and I wonder how I add .h5 file in Django project.
writing whole code in views.py file
but I want to use pre-trained model
not online learning in webpage. | https://stackoverflow.com/questions/75358846/can-i-use-h5-file-in-django-project | python, django, tensorflow, artificial-intelligence | 1,675,671,663 |
se_47828095 | stackoverflow | MACHINE_LEARNING | How to save a Tensorflow model ( which doesnt contain any variable ) to port it in OpenCV | How to save a Tensorflow model ( which doesnt contain any variable ) to port it in OpenCV
I wanted to know what is the correct way to save a tensorflow model that I have trained in python so that I can import it in OpenCV using the dnn module of opencv. This is my Tensorflow graph
X = tf.placeholder(tf.float32, [None... | https://stackoverflow.com/questions/47828095/how-to-save-a-tensorflow-model-which-doesnt-contain-any-variable-to-port-it | python, tensorflow, opencv, neural-network | 1,513,324,967 |
se_79841874 | stackoverflow | MACHINE_LEARNING | Apply Quantization on a CNN | Apply Quantization on a CNN
I want to apply a quantization function to a deep CNN. This CNN is used for an image classification(in 4 classes) task, and my data consists of 224×224 images. When I run this code, I get an error. How can I solve this issue? I want to apply compression technique to reduce the model size an... | https://stackoverflow.com/questions/79841874/apply-quantization-on-a-cnn | tensorflow, deep-learning, compression, quantization, quantization-aware-training | 1,765,280,166 |
se_60267745 | stackoverflow | MACHINE_LEARNING | How do I install tensorflow_text? | How do I install tensorflow_text?
I'm trying to reproduce the notebook on Google Multilingual Universal Encoder. However by downloading the necessary libraries as tensorflow_text:
%%capture
#@title Setup Environment
# Install the latest Tensorflow version.
!pip3 install tensorflow_text
or
!python -m pip install te... | https://stackoverflow.com/questions/60267745/how-do-i-install-tensorflow-text | python, python-3.x, tensorflow, windows-10 | 1,581,960,963 |
se_70573735 | stackoverflow | MACHINE_LEARNING | Printing model summaries for rllib models | Printing model summaries for rllib models
I have not seen anything in the rllib documentation that would allow me to print a quick summary of the model like print(model.summary()) in keras. I tried using tf-slim and
variables = tf.compat.v1.model_variables()
slim.model_analyzer.analyze_vars(variables, print_info=True)... | https://stackoverflow.com/questions/70573735/printing-model-summaries-for-rllib-models | python, tensorflow, rllib | 1,641,266,155 |
se_50953575 | stackoverflow | MACHINE_LEARNING | Can you activate multiple Python virtual environments at once? | Can you activate multiple Python virtual environments at once?
I want to use tensorflow through a virtual environment. However, the Python script I want to run requires me to use a separate virtual environment that does not include tensorflow.
Is it possible to activate these simultaneously? If not, can I merge the t... | https://stackoverflow.com/questions/50953575/can-you-activate-multiple-python-virtual-environments-at-once | python, tensorflow, virtual-environment | 1,529,514,365 |
se_70244275 | stackoverflow | MACHINE_LEARNING | Transfer learning or fine-tuning | Transfer learning or fine-tuning
I try to understand the concept of transfer learning for the Stanford cars196 dataset. In Kaggle, I see a lot of code similar to that. My question is what kind of method is here used, because if I got it right for transfer learning, you first build the base_model, train it and then bui... | https://stackoverflow.com/questions/70244275/transfer-learning-or-fine-tuning | python, tensorflow, keras, conv-neural-network, transfer-learning | 1,638,787,708 |
se_58419436 | stackoverflow | MACHINE_LEARNING | Extracting attention weights of each token at each layer of transformer in python | Extracting attention weights of each token at each layer of transformer in python
I am doing some NLP and I am interested in extracting attention weights of individual test token at each layer of transformer via Python (PyTorch, TensorFlow, etc.)
Is coding up a Transformer (any transformers like Transformer-XL, OpenA... | https://stackoverflow.com/questions/58419436/extracting-attention-weights-of-each-token-at-each-layer-of-transformer-in-pytho | tensorflow, keras, deep-learning, nlp, pytorch | 1,571,249,871 |
se_40270183 | stackoverflow | MACHINE_LEARNING | ImportError: dlopen: cannot load any more object with static TLS | ImportError: dlopen: cannot load any more object with static TLS
I'm getting an ImportError if OpenCV (cv2) is imported after the tensorflow exporter.
ubuntu@ip-172-31-2-144:~/Downloads/opencv-2.4.13/release$ python
Python 2.7.6 (default, Jun 22 2015, 17:58:13)
[GCC 4.8.2] on linux2
Type "help", "copyright", "credi... | https://stackoverflow.com/questions/40270183/importerror-dlopen-cannot-load-any-more-object-with-static-tls | tensorflow, opencv, importerror | 1,477,508,420 |
se_79568930 | stackoverflow | MACHINE_LEARNING | Flutter Tensorflow Lite Flex delegate issue | Flutter Tensorflow Lite Flex delegate issue
I am using flutter and a tflite model to make an app, but no matter what I cannot get the model to run.
This is the error I am getting:
I/tflite (14702): Initialized TensorFlow Lite runtime.
E/tflite (14702): Select TensorFlow op(s), included in the given model, is(are) no... | https://stackoverflow.com/questions/79568930/flutter-tensorflow-lite-flex-delegate-issue | flutter, tensorflow | 1,744,377,545 |
se_46928328 | stackoverflow | MACHINE_LEARNING | Why training loss is increased at the beginning of each epoch? | Why training loss is increased at the beginning of each epoch?
I'm training a linear regression model. I use tf.contrib.data to prepare the dataset, shuffle it and serve it in batches:
dataset = tf.contrib.data.TFRecordDataset(filename)
dataset = dataset.map(
_parse_function, num_threads=16, output_buffer_s... | https://stackoverflow.com/questions/46928328/why-training-loss-is-increased-at-the-beginning-of-each-epoch | machine-learning, tensorflow, tensorflow-datasets | 1,508,922,506 |
se_58606029 | stackoverflow | MACHINE_LEARNING | Unable to open file (truncated file: eof = 7340032, sblock->base_addr = 0, stored_eof = 126651688) | Unable to open file (truncated file: eof = 7340032, sblock->base_addr = 0, stored_eof = 126651688)
I trained my model in Google colab and then saved it using model1.save('thebestonesofar57block5.h5'). After that I downloaded the file to my windows machine. After uploading it to a new google colab session, I'm getti... | https://stackoverflow.com/questions/58606029/unable-to-open-file-truncated-file-eof-7340032-sblock-base-addr-0-store | python, tensorflow, keras, google-colaboratory, hdf5 | 1,572,346,353 |
se_44021214 | stackoverflow | MACHINE_LEARNING | How can I use NumPy functions on a Keras tensor in the loss function? | How can I use NumPy functions on a Keras tensor in the loss function?
I'm using Keras with a TensorFlow backend to build and run a neural network. I need to use a NumPy function on my output tensor in the loss function.
More specifically, my loss function involves finding nearest neighbors, and I need to use the Keras... | https://stackoverflow.com/questions/44021214/how-can-i-use-numpy-functions-on-a-keras-tensor-in-the-loss-function | python, numpy, tensorflow, keras, deep-learning | 1,495,014,275 |
se_79536745 | stackoverflow | MACHINE_LEARNING | Azure Custom Vision vs ONNX/TFLite exported models - why is local inference different? | Azure Custom Vision vs ONNX/TFLite exported models - why is local inference different?
I trained a custom object detection model using Azure Custom Vision in images about strawberries in a line production, and exported it in two formats for local inference:
ONNX (model.onnx)
TensorFlow Lite (model.tflite)
However, ... | https://stackoverflow.com/questions/79536745/azure-custom-vision-vs-onnx-tflite-exported-models-why-is-local-inference-diff | python-3.x, azure, tensorflow, yolov8, microsoft-custom-vision | 1,743,008,668 |
se_75566837 | stackoverflow | MACHINE_LEARNING | Can I install cuda if I have Intel Graphics? | Can I install cuda if I have Intel Graphics?
I want to use NVIDIA's CUDA-Toolkit for a project, but I have an Intel(R) Iris Xe Graphics (Windows 11 Pro). On installing Nvidia Graphics GeForce Game Ready, I am getting the following error
This Nvidia graphics driver is not compatible with this version of Windows. This ... | https://stackoverflow.com/questions/75566837/can-i-install-cuda-if-i-have-intel-graphics | tensorflow, cuda, gpu, nvidia, intel | 1,677,342,786 |
se_79836456 | stackoverflow | MACHINE_LEARNING | Get image paths from tfds food101 | Get image paths from tfds food101
I'm working on food101 tensorflow dataset and want to know the most wrong predictions of my efficientnet model, for that purpose I'd need to get image paths of test data, but I don't know how I can get the paths as the dataset is from tfds, not my own data (or downloaded in my compute... | https://stackoverflow.com/questions/79836456/get-image-paths-from-tfds-food101 | tensorflow, deep-learning, tensorflow-datasets, image-classification | 1,764,727,484 |
se_79475774 | stackoverflow | MACHINE_LEARNING | Convert text to 32-dimensional vector using albert-v2 weights | Convert text to 32-dimensional vector using albert-v2 weights
Inconsistency problem of text-to-32-dimensional vector data:
Use huggingface to download Albert-v2 weights to the local computer and read the text for inference. Why is the vector of the same text different when batch_size is set to different values when ... | https://stackoverflow.com/questions/79475774/convert-text-to-32-dimensional-vector-using-albert-v2-weights | python, tensorflow | 1,740,751,288 |
se_66693260 | stackoverflow | MACHINE_LEARNING | How many layers does my neural network have and how do I add more? | How many layers does my neural network have and how do I add more?
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Conv2D, Dropout, Flatten, MaxPooling2D
model = Sequential()
model.add(Conv2D(28, kernel_size=(3,3), input_shape = input_shape_of_individual_samples))
model.add(M... | https://stackoverflow.com/questions/66693260/how-many-layers-does-my-neural-network-have-and-how-do-i-add-more | python, tensorflow, keras, neural-network | 1,616,078,151 |
se_71044014 | stackoverflow | MACHINE_LEARNING | Recurrent Neural Networks for Drawing Classification tutorial code doesn't run on tensorflow 2 | Recurrent Neural Networks for Drawing Classification tutorial code doesn't run on tensorflow 2
I'm a beginner in deep leaerning and Tensorflow.
I tried to run the tutorial code for Recurrent Neural Networks for Drawing Classification on my computer following the directions written there. But the provided tutorial ... | https://stackoverflow.com/questions/71044014/recurrent-neural-networks-for-drawing-classification-tutorial-code-doesnt-run-o | python, tensorflow, deep-learning, neural-network | 1,644,380,936 |
se_79834011 | stackoverflow | MACHINE_LEARNING | How To Work With Windowsize Inputs That Don't Match The Pooling? | How To Work With Windowsize Inputs That Don't Match The Pooling?
Let's take a minimal 1d cnn autoencoder model as an example:
def cnn_session_encoder(inputs):
x = layers.Conv1D(32, 3, activation="relu", padding="same")(x)
x = layers.BatchNormalization()(x)
encoded = layers.MaxPooling1D(2, padding="same... | https://stackoverflow.com/questions/79834011/how-to-work-with-windowsize-inputs-that-dont-match-the-pooling | tensorflow, conv-neural-network | 1,764,517,738 |
se_77707619 | stackoverflow | MACHINE_LEARNING | Unable to install Tensorflow on Anaconda Environment | Unable to install Tensorflow on Anaconda Environment
This is the error I get when I try to install TensorFlow on Anaconda environment
I am using python 3.11.5 with this env.
(ai-env) C:\Users\ahmet>conda install -c conda-forge tensorflow
Channels:
- conda-forge
- defaults
Platform: win-64
Collecting package metadata... | https://stackoverflow.com/questions/77707619/unable-to-install-tensorflow-on-anaconda-environment | python, windows, tensorflow, anaconda, conda | 1,703,334,270 |
se_75583410 | stackoverflow | MACHINE_LEARNING | module.save() Error 'TypeError: this __dict__ descriptor does not support '_DictWrapper' objects' | module.save() Error 'TypeError: this __dict__ descriptor does not support '_DictWrapper' objects'
I'm following a tutorial on Youtube for image classification with machine learning. I keep getting the error as shown in the title from trying to save a deep learning module with tensorflow.
I'm using PyCh... | https://stackoverflow.com/questions/75583410/module-save-error-typeerror-this-dict-descriptor-does-not-support-dict | python, tensorflow, deep-learning, pycharm | 1,677,517,260 |
se_38009682 | stackoverflow | MACHINE_LEARNING | How to tell if tensorflow is using gpu acceleration from inside python shell? | How to tell if tensorflow is using gpu acceleration from inside python shell?
I have installed tensorflow in my ubuntu 16.04 using the second answer here with ubuntu's builtin apt cuda installation.
Now my question is how can I test if tensorflow is really using gpu? I have a gtx 960m gpu. When I import tensorflow th... | https://stackoverflow.com/questions/38009682/how-to-tell-if-tensorflow-is-using-gpu-acceleration-from-inside-python-shell | python, tensorflow, ubuntu, gpu | 1,466,759,663 |
se_79829658 | stackoverflow | MACHINE_LEARNING | ValueError: Can't convert non-rectangular Python sequence to Tensor in text-classification problem | ValueError: Can't convert non-rectangular Python sequence to Tensor in text-classification problem
I am building a text classification system which requires a large preprocessing and training script. The script reads variable-length token sequences and attempts to build a tf.data.Dataset using from_tensor_slices. ... | https://stackoverflow.com/questions/79829658/valueerror-cant-convert-non-rectangular-python-sequence-to-tensor-in-text-clas | tensorflow, keras, text-classification | 1,764,071,513 |
se_75620498 | stackoverflow | MACHINE_LEARNING | No module named 'tensorflow.python'. Where to look for this module? | No module named 'tensorflow.python'. Where to look for this module?
debugger:
The error occurs whenever I try to use the module in PyCharm. Installation of the module directly through cmd does not throw any exceptions. Installation of the module in PyCharm gives the following error: Could not install packages ... | https://stackoverflow.com/questions/75620498/no-module-named-tensorflow-python-where-to-look-for-this-module | tensorflow, pycharm, windows-10, oserror | 1,677,788,913 |
se_79828541 | stackoverflow | MACHINE_LEARNING | EfficientNet-B7 Shape mismatch | EfficientNet-B7 Shape mismatch
working on project of image classification using efficientnet-B7 what is wrong in this code? why is the error showing when i run this line of code? the error state
Shape mismatch in layer #1 (named stem_conv)for weight stem_conv/kernel.
Weight expects shape (3, 3, 1, 64). Received saved... | https://stackoverflow.com/questions/79828541/efficientnet-b7-shape-mismatch | tensorflow, machine-learning | 1,763,981,726 |
se_79325929 | stackoverflow | MACHINE_LEARNING | TFLite from Google Auto ML Edge Object Detection crash when Invoke | TFLite from Google Auto ML Edge Object Detection crash when Invoke
I've been trying to use Model TFLite obtained from Google Auto ML Object Detection for Edge. My script look like this:
import pandas as pd
import tensorflow as tf
import numpy as np
model_path = "model.tflite"
import tensorflow as tf
interpreter = ... | https://stackoverflow.com/questions/79325929/tflite-from-google-auto-ml-edge-object-detection-crash-when-invoke | python, tensorflow, machine-learning, google-cloud-platform, tflite | 1,735,894,119 |
se_46772685 | stackoverflow | MACHINE_LEARNING | How to accumulate gradients in tensorflow? | How to accumulate gradients in tensorflow?
I have a question similar to this one.
Because I have limited resources and I work with a deep model (VGG-16) - used to train a triplet network - I want to accumulate gradients for 128 batches of size one training example, and then propagate the error and update the weights.... | https://stackoverflow.com/questions/46772685/how-to-accumulate-gradients-in-tensorflow | python, tensorflow, conv-neural-network, gradient-descent | 1,508,163,999 |
se_68242454 | stackoverflow | MACHINE_LEARNING | Can Yolo-V3 trained model be converted to TensorFlow model? | Can Yolo-V3 trained model be converted to TensorFlow model?
I have trained my model of doors in yolo-v3 but now I need it in TensorFlow-Lite. But, I am facing a problem, that is, if I want to train my model for tensorflow, I need annotation file in ".csv" or ".xml" but the ones I have are "*.txt". I did found a softwa... | https://stackoverflow.com/questions/68242454/can-yolo-v3-trained-model-be-converted-to-tensorflow-model | python, tensorflow, machine-learning, computer-vision, yolo | 1,625,382,251 |
se_70096286 | stackoverflow | MACHINE_LEARNING | Cannot convert between a TensorFlowLite tensor with type FLOAT32 and a Java object | Cannot convert between a TensorFlowLite tensor with type FLOAT32 and a Java object
I am trying to build a recommendation system using TFlite on Android . I have created the model successfully and have also run inference on the same , which is running pretty good. But the problem lies within trying to integrate the app... | https://stackoverflow.com/questions/70096286/cannot-convert-between-a-tensorflowlite-tensor-with-type-float32-and-a-java-obje | android, tensorflow, tensorflow2.0, tensorflow-lite | 1,637,757,783 |
se_79823958 | stackoverflow | MACHINE_LEARNING | TPU Initialization Fails (OpKernel Missing) Despite Active TPU Runtime in Kaggle | TPU Initialization Fails (OpKernel Missing) Despite Active TPU Runtime in Kaggle
I am facing a persistent issue when trying to initialize the TPU in my notebook. I have already confirmed that:
My account is Verified.
The Notebook Accelerator is set to TPU.
My TPU quota is currently available.
enter image descript... | https://stackoverflow.com/questions/79823958/tpu-initialization-fails-opkernel-missing-despite-active-tpu-runtime-in-kaggle | python, tensorflow, kaggle, tpu | 1,763,510,042 |
se_57124972 | stackoverflow | MACHINE_LEARNING | How to fix 'TypeError: cannot convert dictionary update sequence element #0 to a sequence' | How to fix 'TypeError: cannot convert dictionary update sequence element #0 to a sequence'
I'm looking at Google's free machine learning crash course and am trying to make a predicting model based on the first part of their course. However, in the input function, where there's a dictionary, I keep getting this... | https://stackoverflow.com/questions/57124972/how-to-fix-typeerror-cannot-convert-dictionary-update-sequence-element-0-to-a | python, pandas, dictionary, tensorflow, regression | 1,563,627,643 |
se_73132783 | stackoverflow | MACHINE_LEARNING | Detect blur image using MLKit (TensorFlow) | Detect blur image using MLKit (TensorFlow)
I am working on camera2 api and sometime getting blur images while capturing images from camera. I need to check if clicked image is blur or not, Using openCV increase the .apk size 3x times. I also check the solution posted on a SO thread Here but seems incomplete.
Is it pos... | https://stackoverflow.com/questions/73132783/detect-blur-image-using-mlkit-tensorflow | android, tensorflow, android-camera2, firebase-mlkit, google-mlkit | 1,658,900,715 |
se_64639583 | stackoverflow | MACHINE_LEARNING | ValueError: An operation has 'None' for gradient. Please make sure that all of your ops have a gradient defined | ValueError: An operation has 'None' for gradient. Please make sure that all of your ops have a gradient defined
I keep getting this error with the following code
config_path = 'E:/chinese_roberta_wwm_large_ext_L-24_H-1024_A-16/bert_config.json'
checkpoint_path = 'E:/chinese_roberta_wwm_large_ext_L-24_H-1024_A-... | https://stackoverflow.com/questions/64639583/valueerror-an-operation-has-none-for-gradient-please-make-sure-that-all-of-y | python, tensorflow, keras | 1,604,289,245 |
se_66358374 | stackoverflow | MACHINE_LEARNING | Conversion from tf.gradients() to tf.GradientTape() returns None | Conversion from tf.gradients() to tf.GradientTape() returns None
I'm migrating some TF1 code to TF2. For full code, you may check here lines [155-176]. There is a line in TF1 that gets gradients given a loss (float value) and a (m, n) tensor
Edit: the problem persists
Note: the TF2 code should be compatible and should... | https://stackoverflow.com/questions/66358374/conversion-from-tf-gradients-to-tf-gradienttape-returns-none | python, tensorflow, migration, tensorflow2.x, tensorflow1.15 | 1,614,198,556 |
se_79825194 | stackoverflow | MACHINE_LEARNING | How to fix ValueError: Only instances of keras.Layer can be added to a Sequential model when adding tensorflow_hub.KerasLayer? | How to fix ValueError: Only instances of keras.Layer can be added to a Sequential model when adding tensorflow_hub.KerasLayer?
I am learning TensorFlow and transfer learning, and I am trying to add a TensorFlow Hub feature extractor to a Keras Sequential model. But I get this error:
ValueError: Only instances of kera... | https://stackoverflow.com/questions/79825194/how-to-fix-valueerror-only-instances-of-keras-layer-can-be-added-to-a-sequentia | python, tensorflow, keras, keras-layer, tensorflow-hub | 1,763,622,749 |
se_79393814 | stackoverflow | MACHINE_LEARNING | Tensorflow Skin Disease Multi-Class Classification using MobileNetV3 keeps resulting in low accuracy | Tensorflow Skin Disease Multi-Class Classification using MobileNetV3 keeps resulting in low accuracy
So, I'm working on a school project wherein I'm making an app that can detect multiple skin diseases. I've already made the GUI for the app, all that's left is to train the model.
As of now , I'm facing issues with tra... | https://stackoverflow.com/questions/79393814/tensorflow-skin-disease-multi-class-classification-using-mobilenetv3-keeps-resul | tensorflow, mobilenet | 1,738,067,258 |
se_79661925 | stackoverflow | MACHINE_LEARNING | Straight-Through estimation for vector quantization inside a recurrent neural network | Straight-Through estimation for vector quantization inside a recurrent neural network
in my model, I use vector quantization (VQ) inside a recurrent neural network. The VQ is trained using straight-through estimation with that particular code being identical to [1]:
input_shape = tf.shape(inputs)
... | https://stackoverflow.com/questions/79661925/straight-through-estimation-for-vector-quantization-inside-a-recurrent-neural-ne | tensorflow, quantization | 1,749,642,369 |
se_79824217 | stackoverflow | MACHINE_LEARNING | Why is the wall time from the full trace different from the timer in the compute function? | Why is the wall time from the full trace different from the timer in the compute function?
In my custom operator(runs on cpu), I use butil::Timer to measure the time taken as shown below:
void Compute(OpKernelContext* ctx) override {
butil::Timer total_timer;
total_timer.start();
{
// compute body...... | https://stackoverflow.com/questions/79824217/why-is-the-wall-time-from-the-full-trace-different-from-the-timer-in-the-compute | tensorflow, tensorflow2.0 | 1,763,541,358 |
se_79822908 | stackoverflow | MACHINE_LEARNING | Compatibility between streamlit and protobuf | Compatibility between streamlit and protobuf
I am unable to use the print(tf.version.VERSION) to check the tensorflow version. Reason being tensorflow looks for runtime_version in protobuf (from what I have learnt) and that is only supported in protobuf versions above 3.20. Upgrading it to higher version breaks the st... | https://stackoverflow.com/questions/79822908/compatibility-between-streamlit-and-protobuf | tensorflow, streamlit, protobuf-python | 1,763,426,499 |
se_79820472 | stackoverflow | MACHINE_LEARNING | PyInstaller - It does'nt generate an .exe file | PyInstaller - It does'nt generate an .exe file
I'm using pyinstaller main.spec command. The main.spec file is the next:
# -*- mode: python ; coding: utf-8 -*-
a = Analysis(
['main.py', 'flujo.py', 'flujo_if.py', 'descarga_manual.py', 'descarga_manual_if.py', 'subida_lectura_manual.py', 'subida_lectura_manual... | https://stackoverflow.com/questions/79820472/pyinstaller-it-doesnt-generate-an-exe-file | python, tensorflow, pyinstaller | 1,763,158,848 |
se_79822063 | stackoverflow | MACHINE_LEARNING | Issue Replicating TF-Lite Conv2D Quantized Inference Output | Issue Replicating TF-Lite Conv2D Quantized Inference Output
I am trying to reproduce the exact layer-wise output of a quantized EfficientNet model (TFLite model, TensorFlow 2.17) by re-implementing Conv2D, DepthwiseConv2D, FullyConnected, Add, Mul, Sub and Mean operations.
All layers match except Conv2D, where I consi... | https://stackoverflow.com/questions/79822063/issue-replicating-tf-lite-conv2d-quantized-inference-output | python, tensorflow, tensorflow2.0, tensorflow-lite, quantization | 1,763,369,914 |
se_45478716 | stackoverflow | MACHINE_LEARNING | Run TensorFlow remotely | Run TensorFlow remotely
I am new to TensorFlow, Linux, and ML. I am trying to use a GPU in another system in my lab for training my model. I have connected to the system using SSH.
Now what I am stuck on is how should I write the python code? One thing I can do is run python in the terminal window where I can see the... | https://stackoverflow.com/questions/45478716/run-tensorflow-remotely | python, linux, ssh, machine-learning, tensorflow | 1,501,748,633 |
se_63318110 | stackoverflow | MACHINE_LEARNING | How to use pyinstaller for keras? | How to use pyinstaller for keras?
I have written just one line in a python code to import keras and then I want to build an executable of this using pyinstaller.
I ran below command to generate executable
pyinstaller --onefile test.py
and I am getting below error while running generated executable.
Using TensorF... | https://stackoverflow.com/questions/63318110/how-to-use-pyinstaller-for-keras | python, tensorflow, keras, pyinstaller | 1,596,906,411 |
se_75692974 | stackoverflow | MACHINE_LEARNING | Detect dark vs well-lit image using existing AI model | Detect dark vs well-lit image using existing AI model
I am using the below code to detect dark vs well-lit images but it is not giving accurate results and is giving very long floating values like .00000000123 etc.
#!/usr/bin/env python3
import cv2
import tensorflow as tf
import numpy as np
import os
path = '/home/..... | https://stackoverflow.com/questions/75692974/detect-dark-vs-well-lit-image-using-existing-ai-model | python, tensorflow, artificial-intelligence, image-classification | 1,678,430,672 |
se_79464030 | stackoverflow | MACHINE_LEARNING | None Gradients for a model with 2 outputs | None Gradients for a model with 2 outputs
I have a model that has a GRU implementation inside and process audio samples. In each forward path I process a single sample of an audio file. To imitate the GRU behavior correctly, I have returned the output of my GRU implementation in each forward pass and pass that data al... | https://stackoverflow.com/questions/79464030/none-gradients-for-a-model-with-2-outputs | tensorflow, deep-learning, audio-processing, gradienttape, gru | 1,740,410,150 |
se_79536738 | stackoverflow | MACHINE_LEARNING | Trying to add tensorflow in AWS GLUE Notebook | Trying to add tensorflow in AWS GLUE Notebook
The notebook that im using uses python 3.11 as executable but when i use:
!pip install tensorflow
or
%pip install tensorFlow
it keeps installing it to the 3.9 version of python which is the cloud shell version of python.
I did refer to the documentation but it confused m... | https://stackoverflow.com/questions/79536738/trying-to-add-tensorflow-in-aws-glue-notebook | python, amazon-web-services, tensorflow, aws-glue | 1,743,008,503 |
se_66207609 | stackoverflow | MACHINE_LEARNING | NotImplementedError: Cannot convert a symbolic Tensor (lstm_2/strided_slice:0) to a numpy array. T | NotImplementedError: Cannot convert a symbolic Tensor (lstm_2/strided_slice:0) to a numpy array. T
tensorflow version 2.3.1
numpy version 1.20
below the code
# define model
model = Sequential()
model.add(LSTM(50, activation='relu', input_shape=(n_steps, n_features)))
model.add(Dense(1))
model.compile(optimizer='adam',... | https://stackoverflow.com/questions/66207609/notimplementederror-cannot-convert-a-symbolic-tensor-lstm-2-strided-slice0-t | python, numpy, tensorflow | 1,613,390,142 |
se_79817250 | stackoverflow | MACHINE_LEARNING | Transfer Learning: How do I only save the parameter I trained to save disk space? | Transfer Learning: How do I only save the parameter I trained to save disk space?
So, I am having a transfer learning project using VGG16, however as we all know its model size is over 500MB. I somply don't have enough disk space to save more than 200 instance of said model, however Tensorflow would always save every ... | https://stackoverflow.com/questions/79817250/transfer-learning-how-do-i-only-save-the-parameter-i-trained-to-save-disk-space | tensorflow, diskspace, transfer-learning | 1,762,908,130 |
se_79807844 | stackoverflow | MACHINE_LEARNING | Will tf.keras.Sequential containing multiple custom layers be correctly fully serializable and deserializable in my case? | Will tf.keras.Sequential containing multiple custom layers be correctly fully serializable and deserializable in my case?
I am implementing a U-Net variant in TensorFlow/Keras with custom layers. In one of my layers custom layers UPDoubleConv, I have a Sequential self.blocks containing a repeated pattern of UpSampling... | https://stackoverflow.com/questions/79807844/will-tf-keras-sequential-containing-multiple-custom-layers-be-correctly-fully-se | python, tensorflow, keras, deep-learning, tf.keras | 1,762,171,259 |
se_79806989 | stackoverflow | MACHINE_LEARNING | Implementing a LoRA wrapper for Conv2D in Tensorflow | Implementing a LoRA wrapper for Conv2D in Tensorflow
I have recently been trying to port a LoRA for CNN method originally implemented in PyTorch to TensorFlow, but my implementation did not work well, and I require assistance in making it work.
My code can be found here (it is relatively extensive so I put it in a gis... | https://stackoverflow.com/questions/79806989/implementing-a-lora-wrapper-for-conv2d-in-tensorflow | python, tensorflow, keras, fine-tuning | 1,762,068,581 |
se_79811826 | stackoverflow | MACHINE_LEARNING | Unable to import_model .h5 in an attemp to try classification because of "BatchNormalization could not be deserialized properly" | Unable to import_model .h5 in an attemp to try classification because of "BatchNormalization could not be deserialized properly"
I've got a very small python script using a Model.h5 which should be loaded in order to classify some pictures.
Here's my python script :
import tensorflow as tf
from os import wal... | https://stackoverflow.com/questions/79811826/unable-to-import-model-h5-in-an-attemp-to-try-classification-because-of-batchn | python, python-3.x, tensorflow, keras | 1,762,467,918 |
se_79809272 | stackoverflow | MACHINE_LEARNING | Is using TRT in Tensorflow 2.18+ possible? | Is using TRT in Tensorflow 2.18+ possible?
I am aware that TensorFlow has announced that they will no longer support TRT. A while back the announced "Starting with TensorFlow 2.18, support for TensorRT will be dropped. TensorFlow 2.17 will be the last version to include it."
I've seen other forums suggesting that it i... | https://stackoverflow.com/questions/79809272/is-using-trt-in-tensorflow-2-18-possible | tensorflow, onnx, tensorrt, tf2onnx, tooling-recommendation | 1,762,280,921 |
se_79811342 | stackoverflow | MACHINE_LEARNING | Tensor Flow -No attribute Contribute | Tensor Flow -No attribute Contribute
I am trying to duplicate the code found here which says tested with TensorFlow 1.6.
I am using TF version 2.20.0 and really don't want to downgrade to 1.6 so I tried:
import tensorflow.compat.v1 as tf
which solved a few problems. However, I am stuck here:
lstm_cells = [tf.Contrib... | https://stackoverflow.com/questions/79811342/tensor-flow-no-attribute-contribute | python, tensorflow, keras | 1,762,436,682 |
se_38241410 | stackoverflow | MACHINE_LEARNING | Remember LSTM state for next batch (stateful LSTM) | Remember LSTM state for next batch (stateful LSTM)
Given a trained LSTM model, I want to perform inference for single timesteps, i.e. seq_length = 1 in the example below. After each timestep the internal LSTM (memory and hidden) states need to be remembered for the next 'batch'. For the very beginning of the inference... | https://stackoverflow.com/questions/38241410/remember-lstm-state-for-next-batch-stateful-lstm | python, tensorflow, machine-learning, lstm, recurrent-neural-network | 1,467,882,160 |
se_58069629 | stackoverflow | MACHINE_LEARNING | How does the LSTM know number of time steps and features in an Conv1D-LSTM network? | How does the LSTM know number of time steps and features in an Conv1D-LSTM network?
I have a time series signal (n samples, each sample has 81 time steps and 3 features = n x 81 x 3).
I am using an conv1D-LSTM network. n_timesteps = 81, n_features = 3.
Normal LSTM specifies both n_timesteps and n_features, however wh... | https://stackoverflow.com/questions/58069629/how-does-the-lstm-know-number-of-time-steps-and-features-in-an-conv1d-lstm-netwo | tensorflow, machine-learning, keras, conv-neural-network, lstm | 1,569,269,812 |
se_79808084 | stackoverflow | MACHINE_LEARNING | How is cosine-similarity loss working together with a masking layer? Visualisation | How is cosine-similarity loss working together with a masking layer? Visualisation
I have batches containing windows containing embeddings/vectors. To keep it simple let's not assume sentence embeddings (actual case) but 1hot encoded vectors. They are padded. So in the example below we can see a first full window and ... | https://stackoverflow.com/questions/79808084/how-is-cosine-similarity-loss-working-together-with-a-masking-layer-visualisati | tensorflow, cosine-similarity | 1,762,187,315 |
se_79629817 | stackoverflow | MACHINE_LEARNING | tensorFlow GPU slower than CPU, ptxas warning | tensorFlow GPU slower than CPU, ptxas warning
I was trying to make a model testing series I ran into some horrible compilation behavior.
The model runs about 5x faster on my CPU (Xeon W-2225, 4 core) than on my RTX 3060 (12GB) OR on my T1000 (4GB).
During the run, during compilation I get hundreds of messages like
..... | https://stackoverflow.com/questions/79629817/tensorflow-gpu-slower-than-cpu-ptxas-warning | tensorflow, keras, optimization, xla, ptxas | 1,747,718,269 |
se_79809182 | stackoverflow | MACHINE_LEARNING | multi output forcast shape prob. with keras.preprocessing.timeseries_dataset_from_array | multi output forcast shape prob. with keras.preprocessing.timeseries_dataset_from_array
The model was fuctioinnal with only one output, now I try to use multi output forcasting one timestep, but got this error:
Epoch 1/10
2025-11-04 16:20:09.341769: W tensorflow/core/framework/op_kernel.cc:1844] INVALID_ARGUMENT: requ... | https://stackoverflow.com/questions/79809182/multi-output-forcast-shape-prob-with-keras-preprocessing-timeseries-dataset-fro | python, tensorflow, keras, tf.keras, tensorflow-datasets | 1,762,275,278 |
se_79693478 | stackoverflow | MACHINE_LEARNING | ImportError: cannot import name 'Generator' from 'model' (unknown location) in GAN training script | ImportError: cannot import name 'Generator' from 'model' (unknown location) in GAN training script
I'm running a GAN training pipeline in Google Colab. The preprocessing scripts run without any issues:
GitHub repository
!python run_preprocess.py --dataset custom --train_num 500
!python run_preprocess.p... | https://stackoverflow.com/questions/79693478/importerror-cannot-import-name-generator-from-model-unknown-location-in-g | tensorflow, google-colaboratory, importerror, generative-adversarial-network | 1,751,928,022 |
se_79803878 | stackoverflow | MACHINE_LEARNING | Tensorflow images guide not working in Google Colab | Tensorflow images guide not working in Google Colab
I'm trying to run the first guide from Tensorflow in Google Colab.
I import the dataset with
import pathlib
dataset_url = "https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz"
archive = tf.keras.utils.get_file(origin=dataset_url, ... | https://stackoverflow.com/questions/79803878/tensorflow-images-guide-not-working-in-google-colab | python, tensorflow, google-colaboratory | 1,761,746,710 |
se_71514834 | stackoverflow | MACHINE_LEARNING | Unable to train CNN Model | Unable to train CNN Model
Original dataset shape is (343889, 80) and last column is of Labels. The training and testing set split is done
X_train, X_test, y_train, y_test = train_test_split(X, Y, test_size=0.30, random_state=10)
shape of - training dataset (240722, 80)
shape of - training Labels (240722,)
shape of -... | https://stackoverflow.com/questions/71514834/unable-to-train-cnn-model | python, tensorflow, keras, deep-learning, conv-neural-network | 1,647,530,468 |
se_69933910 | stackoverflow | MACHINE_LEARNING | Getting error when training the CNN model | Getting error when training the CNN model
I am getting errors when training my CNN model which is for checking what a person is telling in sign language. I am working with keras, tensorflow.
This is my code:
import tensorflow as tf ;importing libraries
from tensorflow.keras import datasets,layers,models
import numpy ... | https://stackoverflow.com/questions/69933910/getting-error-when-training-the-cnn-model | python, tensorflow, keras, deep-learning, conv-neural-network | 1,636,659,169 |
se_43204194 | stackoverflow | MACHINE_LEARNING | CNN is not learning at all | CNN is not learning at all
I just created my own CNN which reads data from the disk and tries to learn.
But the weights don't seem to learn at all, they all stay randomized.
The biases change only a bit. I already tried to use grayscale images, without success. I also tired to reduce my dataset to only 2 classes which... | https://stackoverflow.com/questions/43204194/cnn-is-not-learning-at-all | python, tensorflow, machine-learning, deep-learning, conv-neural-network | 1,491,300,494 |
se_66927645 | stackoverflow | MACHINE_LEARNING | Tensorflow subclass keras with mulitple output shape | Tensorflow subclass keras with mulitple output shape
class MyModel(tf.keras.Model):
def __init__(self):
super().__init__()
self.dense = tf.keras.layers.Dense(1)
self.build(input_shape=[None, 1])
def call(self, inputs, **kwargs):
return self.dense(inputs)
MyModel().summary()
... | https://stackoverflow.com/questions/66927645/tensorflow-subclass-keras-with-mulitple-output-shape | python, tensorflow, keras | 1,617,423,126 |
se_55235212 | stackoverflow | MACHINE_LEARNING | model.summary() can't print output shape while using subclass model | model.summary() can't print output shape while using subclass model
This is the two methods for creating a keras model, but the output shapes of the summary results of the two methods are different. Obviously, the former prints more information and makes it easier to check the correctness of the network.
import t... | https://stackoverflow.com/questions/55235212/model-summary-cant-print-output-shape-while-using-subclass-model | python, tensorflow, keras, tf.keras | 1,552,978,620 |
se_79484824 | stackoverflow | MACHINE_LEARNING | TAO Command Not found, whenever trying to run nvidia model inside TAO TOOLKIT TENSORFLOW docker container on WSL2 | TAO Command Not found, whenever trying to run nvidia model inside TAO TOOLKIT TENSORFLOW docker container on WSL2
Hello even though I am inside the TAO toolkit tensorflow I am still having the issue of decrypting a model with tao
docker run -it --rm -v /home/models:/workspace/model_dir -p 8888:8888 --runtime=nvidia n... | https://stackoverflow.com/questions/79484824/tao-command-not-found-whenever-trying-to-run-nvidia-model-inside-tao-toolkit-te | docker, tensorflow, nvidia | 1,741,121,077 |
se_79803484 | stackoverflow | MACHINE_LEARNING | ImportError: cannot import name 'model_lib_v2' from 'object_detection' | ImportError: cannot import name 'model_lib_v2' from 'object_detection'
I'm attempting to train a model on TensorFlow, and I've used Nick's video as reference:
https://youtu.be/yqkISICHH-U?si=IYW6Jsqhs0gCwMyc&t=8267
I've experienced following error:
Traceback (most recent call last):
File "D:\Passion... | https://stackoverflow.com/questions/79803484/importerror-cannot-import-name-model-lib-v2-from-object-detection | python, tensorflow | 1,761,719,032 |
se_79806137 | stackoverflow | MACHINE_LEARNING | getting a tensor of shape (32,) instead of a single value as a label | getting a tensor of shape (32,) instead of a single value as a label
when i try to print/plt.tile the label of an image, its printing the tensor(32,) instead of a single label value. When i tried to print before the resizing, it was printing fine.
Code:
####
# importing libraries
import tensorflow as tf
tf.random.se... | https://stackoverflow.com/questions/79806137/getting-a-tensor-of-shape-32-instead-of-a-single-value-as-a-label | python, tensorflow, matplotlib, keras | 1,761,938,231 |
se_79805862 | stackoverflow | MACHINE_LEARNING | what is the purpose of training=True argument? Is it an argument of keras.sequential() or not? | what is the purpose of training=True argument? Is it an argument of keras.sequential() or not?
What is the purpose of training=True argument in the last line. I called help(tf.keras.Sequential) but could not find anything related to it. Also is it the argument of tf.keras.Sequential() or not
Code Here:
data_augmentati... | https://stackoverflow.com/questions/79805862/what-is-the-purpose-of-training-true-argument-is-it-an-argument-of-keras-sequen | python, tensorflow, keras | 1,761,919,135 |
se_74792455 | stackoverflow | MACHINE_LEARNING | module 'keras.layers' has no attribute 'experimental' | module 'keras.layers' has no attribute 'experimental'
hello so I was trying to resize and rescale my dataset as shown below l but I encountered this error:
AttributeError: module 'keras.layers' has no attribute 'experimental'
resize_and_rescale= tf.keras.Sequential([
layers.experimental.preprocess... | https://stackoverflow.com/questions/74792455/module-keras-layers-has-no-attribute-experimental | python, tensorflow, machine-learning, deep-learning, dataset | 1,670,978,629 |
se_79800341 | stackoverflow | MACHINE_LEARNING | TensorFlow not detecting NVIDIA GPU (RTX 3050, CUDA 12.7, TF 2.20.0) | TensorFlow not detecting NVIDIA GPU (RTX 3050, CUDA 12.7, TF 2.20.0)
I’ve been trying to get TensorFlow to use my GPU on Windows, and even though everything seems installed correctly, it shows 0 available GPUs.
System setup
Windows 11
RTX 3050 Laptop GPU
NVIDIA driver 566.36 (CUDA 12.7)
Anaconda3 (Python 3.13)
Tensor... | https://stackoverflow.com/questions/79800341/tensorflow-not-detecting-nvidia-gpu-rtx-3050-cuda-12-7-tf-2-20-0 | python, windows, tensorflow, nvidia | 1,761,517,287 |
se_79801836 | stackoverflow | MACHINE_LEARNING | How to display the basic tensorflow Graph with trace_on() and trace_export() by tensorboard without the 'profiler' error? | How to display the basic tensorflow Graph with trace_on() and trace_export() by tensorboard without the 'profiler' error?
I would like to learn the tensorflow. While, when I run the code in my google-colab, I had the error message:
'UnavailableError: Cannot export profiling results. No profiler is running.'.
T... | https://stackoverflow.com/questions/79801836/how-to-display-the-basic-tensorflow-graph-with-trace-on-and-trace-export-by | python, tensorflow, graph, tensorboard | 1,761,569,765 |
se_79508586 | stackoverflow | MACHINE_LEARNING | I am trying to host my web app (React+Python) on Render.com (first time) and my Keras model isn't working, even though it works locally | I am trying to host my web app (React+Python) on Render.com (first time) and my Keras model isn't working, even though it works locally
I have a Tensorflow model (.keras) that was made in a conda virtual environment for 3.11 and it works perfectly fine when run locally. It does not run in Render and gives me an er... | https://stackoverflow.com/questions/79508586/i-am-trying-to-host-my-web-app-reactpython-on-render-com-first-time-and-my | python, tensorflow, keras, web-applications | 1,741,943,855 |
se_79407645 | stackoverflow | MACHINE_LEARNING | Pascal VOC dataset loading and YOLO implementation error | Pascal VOC dataset loading and YOLO implementation error
I am trying to implement the original YOLO Model from scratch using the 2016 research paper. I have built the loss function as a subclass of the keras.losses.Loss object. How ever I keep getting this error:
-------------------------------------------------------... | https://stackoverflow.com/questions/79407645/pascal-voc-dataset-loading-and-yolo-implementation-error | python, tensorflow, keras, yolo | 1,738,547,390 |
se_79798002 | stackoverflow | MACHINE_LEARNING | Why GenPareto from Scipy and Tensorflow-Probability show difference? | Why GenPareto from Scipy and Tensorflow-Probability show difference?
I'm trying to understand why the Generalized Pareto distribution shows different results for the same parameters. The results from SciPy make sense, while the results from TensorFlow Probability do not.
import numpy as np
import matplotlib.pyplot as ... | https://stackoverflow.com/questions/79798002/why-genpareto-from-scipy-and-tensorflow-probability-show-difference | python, tensorflow, scipy, tensorflow-probability | 1,761,235,819 |
se_64224051 | stackoverflow | MACHINE_LEARNING | tf.lookup.StaticHashTable with lists (of arbitrary sizes) as values | tf.lookup.StaticHashTable with lists (of arbitrary sizes) as values
I want to associate to each person's name a list of numbers.
keys = ["Fritz", "Franz", "Fred"]
values = [[1, 2, 3], [4, 5], [6, 7, 8, 9]]
If I run the following:
import tensorflow as tf
table = tf.lookup.StaticHashTable(tf.lookup.KeyValueTensorInitia... | https://stackoverflow.com/questions/64224051/tf-lookup-statichashtable-with-lists-of-arbitrary-sizes-as-values | python, tensorflow, dictionary, hashtable, lookup | 1,601,980,564 |
se_79778907 | stackoverflow | MACHINE_LEARNING | ValueError: Only instances of keras.Layer can be added to a Sequential model when using TensorFlow Hub KerasLayer | ValueError: Only instances of keras.Layer can be added to a Sequential model when using TensorFlow Hub KerasLayer
I’m trying to build a Keras Sequential model using a feature extractor from TensorFlow Hub, but I’m running into this error:
ValueError: Only instances of `keras.Layer` can be added to a Sequential model. ... | https://stackoverflow.com/questions/79778907/valueerror-only-instances-of-keras-layer-can-be-added-to-a-sequential-model-whe | python, tensorflow, keras, deep-learning | 1,759,222,955 |
se_79793702 | stackoverflow | MACHINE_LEARNING | Play Console warning: “Library that does not support 16 KB: base/lib/x86_64/libtensorflowlite_jni.so” when uploading AAB with TensorFlow Lite | Play Console warning: “Library that does not support 16 KB: base/lib/x86_64/libtensorflowlite_jni.so” when uploading AAB with TensorFlow Lite
I’m uploading my Android App Bundle (AAB) to Google Play Console and getting this warning:
Library that does not support 16 KB:
base/lib/x86_64/libtensorflowlite_jni.so after u... | https://stackoverflow.com/questions/79793702/play-console-warning-library-that-does-not-support-16-kb-base-lib-x86-64-libt | android, kotlin, tensorflow, tensorflow-lite | 1,760,782,628 |
se_79524727 | stackoverflow | MACHINE_LEARNING | VSCode Pylance Cannot Resolve TensorFlow Keras Imports, But TensorFlow is Installed and Working | VSCode Pylance Cannot Resolve TensorFlow Keras Imports, But TensorFlow is Installed and Working
I'm having an issue where tensorflow.keras and its submodules (e.g., tensorflow.keras.modules) are not being recognized in VSCode. Pylance keeps flagging them with "Import could not be resolved", even though TensorFlow is i... | https://stackoverflow.com/questions/79524727/vscode-pylance-cannot-resolve-tensorflow-keras-imports-but-tensorflow-is-instal | python, tensorflow, visual-studio-code, import, anaconda | 1,742,539,691 |
se_79795060 | stackoverflow | MACHINE_LEARNING | Pretrained ESRGAN (.pb) gives reddish or purple image — is this a preprocessing issue or model issue? | Pretrained ESRGAN (.pb) gives reddish or purple image — is this a preprocessing issue or model issue?
I'm trying to use a pretrained ESRGAN model that I downloaded in .pb format.
The model runs without errors, but the output image has a noticeable reddish/purple tint instead of the correct colors.
import tensorflow as... | https://stackoverflow.com/questions/79795060/pretrained-esrgan-pb-gives-reddish-or-purple-image-is-this-a-preprocessing | python, tensorflow, image-processing, deep-learning | 1,760,975,644 |
se_72268859 | stackoverflow | MACHINE_LEARNING | Externally add a Variable to a model in TensorFlow | Externally add a Variable to a model in TensorFlow
I have an existing TensorFlow model, and I want to add a new "parameter" (a tf.Variable) to the model's list of parameters (such that it's trainable) and add it externally to the model's list of parameters / computational graph.
One approach that I tried, is to append... | https://stackoverflow.com/questions/72268859/externally-add-a-variable-to-a-model-in-tensorflow | python, tensorflow, deep-learning, neural-network, pytorch | 1,652,767,207 |
se_79794886 | stackoverflow | MACHINE_LEARNING | @tensorflow-models/face-landmarks-detection no longer works with tfjs. 403 error in network request for model | @tensorflow-models/face-landmarks-detection no longer works with tfjs. 403 error in network request for model
I get an error while trying to run tfjs. It was working last week but it seems that the url for model is no longer available. Any suggestions for working model url/refactor?
import {
createDetector,
Suppor... | https://stackoverflow.com/questions/79794886/tensorflow-models-face-landmarks-detection-no-longer-works-with-tfjs-403-error | reactjs, tensorflow | 1,760,962,932 |
se_79423322 | stackoverflow | MACHINE_LEARNING | How can I free the nvidia gpu memory allocated by tensorflow (2.17.0) in my running jupyter notebook? | How can I free the nvidia gpu memory allocated by tensorflow (2.17.0) in my running jupyter notebook?
I have a jupyter notebook running on the kernel opt/conda/bin/python in my Google Compute Engine machine (Debian).
The first cell of my notebook loads image data from the disk and saves it in the variables train_image... | https://stackoverflow.com/questions/79423322/how-can-i-free-the-nvidia-gpu-memory-allocated-by-tensorflow-2-17-0-in-my-runn | python, tensorflow, memory-leaks, gpu | 1,739,024,157 |
se_79507456 | stackoverflow | MACHINE_LEARNING | Tensorflow Keras model with interleave is having issues fitting | Tensorflow Keras model with interleave is having issues fitting
I'm working on a CNN project where I make use of TensorFlow and Keras. In addition, I use interleave as the dataset is rather large (too large to load into the RAM with our resources). But there's an issue somewhere as the training gets stuck at a very lo... | https://stackoverflow.com/questions/79507456/tensorflow-keras-model-with-interleave-is-having-issues-fitting | python, tensorflow, machine-learning, keras, dataset | 1,741,894,476 |
se_79790016 | stackoverflow | MACHINE_LEARNING | ERROR: No matching distribution found for tensorflow==2.12 | ERROR: No matching distribution found for tensorflow==2.12
I use macOS. I have to use LibRecommender in my code.
Python Version: 3.8.13
According to this link, the 2.10 is a suitable tensorflow version.
This is what's in my requirements.txt file I install within a conda environment.
absl-py==2.1.0
aiohttp==3.9.5
aiosi... | https://stackoverflow.com/questions/79790016/error-no-matching-distribution-found-for-tensorflow-2-12 | python, python-3.x, tensorflow, machine-learning | 1,760,433,795 |
se_58127059 | stackoverflow | MACHINE_LEARNING | How to understand masked multi-head attention in transformer | How to understand masked multi-head attention in transformer
I'm currently studying the code of transformer, but I can not understand the masked multi-head of decoder. The paper said that it was to prevent you from seeing the generating word, but I can not understand if the words after generating word have not been ge... | https://stackoverflow.com/questions/58127059/how-to-understand-masked-multi-head-attention-in-transformer | tensorflow, machine-learning, deep-learning, transformer-model, attention-model | 1,569,552,048 |
se_79335901 | stackoverflow | MACHINE_LEARNING | TensorFlow Federated does not use GPU despite being detected | TensorFlow Federated does not use GPU despite being detected
I'm running a TensorFlow Federated (TFF) script and attempting to utilize my GPU for federated learning simulations. While TensorFlow itself detects my GPU and can use it without issues, TFF outputs the following message, preventing GPU utilization:
Using GP... | https://stackoverflow.com/questions/79335901/tensorflow-federated-does-not-use-gpu-despite-being-detected | tensorflow, tensorflow-federated | 1,736,250,759 |
se_79788929 | stackoverflow | MACHINE_LEARNING | Streamlit app throwing "NotFittedError: idf vector is not fitted" even though TF-IDF pipeline is fitted and works locally | Streamlit app throwing "NotFittedError: idf vector is not fitted" even though TF-IDF pipeline is fitted and works locally
I trained a sentiment classification model using a scikit-learn Pipeline that includes a TfidfVectorizer and LogisticRegression classifier.
Everything works perfectly on my local machine,... | https://stackoverflow.com/questions/79788929/streamlit-app-throwing-notfittederror-idf-vector-is-not-fitted-even-though-tf | python, tensorflow, deployment, nlp, streamlit | 1,760,331,307 |
se_79788233 | stackoverflow | MACHINE_LEARNING | Do I need .repeat() or steps_per_epoch when training on a finite TFRecord dataset in Keras? | Do I need .repeat() or steps_per_epoch when training on a finite TFRecord dataset in Keras?
I’m following this tutorial on 3D brain tumor segmentation using MedicAI and Keras
In the tutorial:
dataset = dataset.batch(batch_size).prefetch(tf.data.AUTOTUNE)
The author does not use .repeat(epochs) when creating the datas... | https://stackoverflow.com/questions/79788233/do-i-need-repeat-or-steps-per-epoch-when-training-on-a-finite-tfrecord-datase | tensorflow, keras | 1,760,216,559 |
se_79786510 | stackoverflow | MACHINE_LEARNING | Can I convert .keras model to .h5 so that tensorflow 2.10 can use it for prediction? | Can I convert .keras model to .h5 so that tensorflow 2.10 can use it for prediction?
I trained a keras sequential model while working in colab. Now I shifted to a PC with Windows 11. jupyter notebook with Tensorflow 2.10 is unable to read that model. it needs a model in the old .h5 version. I tried converting the mode... | https://stackoverflow.com/questions/79786510/can-i-convert-keras-model-to-h5-so-that-tensorflow-2-10-can-use-it-for-predict | windows, tensorflow, keras | 1,760,018,701 |
se_79574827 | stackoverflow | MACHINE_LEARNING | Why does TensorFlow's tf.GradientTape() fail to compute gradients for custom sparse CNN layer with dynamic weight masking? | Why does TensorFlow's tf.GradientTape() fail to compute gradients for custom sparse CNN layer with dynamic weight masking?
I'm implementing a sparse convolutional layer in TensorFlow where weights are dynamically masked during forward pass (based on input-dependent sparsity). However, tf.GradientTape() returns Non... | https://stackoverflow.com/questions/79574827/why-does-tensorflows-tf-gradienttape-fail-to-compute-gradients-for-custom-spa | tensorflow | 1,744,710,307 |
se_79522167 | stackoverflow | MACHINE_LEARNING | KerasTensor TypeError issues when using custom loss functions | KerasTensor TypeError issues when using custom loss functions
I am using Mask R-CNN model with tensorflow version 2.13. The code works fine till training. When I run training, I am facing this KerasTensor error which is due to my loss functions, I think.
This is the compile part -
def compile(self, learning_rate, mome... | https://stackoverflow.com/questions/79522167/kerastensor-typeerror-issues-when-using-custom-loss-functions | python, tensorflow | 1,742,455,592 |
se_76542808 | stackoverflow | MACHINE_LEARNING | Error in TensorFlow.js Face Landmarks Detection when developing a chrome extension | Error in TensorFlow.js Face Landmarks Detection when developing a chrome extension
I am currently working on developing a chrome extension using face landmarks detection from TensorFlow.js.
When trying to load the script from mediapipe in my Chrome extension, I receive the following error:
"Refused to load the script... | https://stackoverflow.com/questions/76542808/error-in-tensorflow-js-face-landmarks-detection-when-developing-a-chrome-extensi | javascript, typescript, tensorflow, google-chrome-extension, tensorflow.js | 1,687,546,410 |
se_79710042 | stackoverflow | MACHINE_LEARNING | Convert custom YOLOX model (.pth) to tflite model and quantize model | Convert custom YOLOX model (.pth) to tflite model and quantize model
I have trained YOLOX using this repo on a custom dataset with 8 classes. The final output is a .pth file which I need to convert to a quantized .tflite format but I am completely stuck.
What I tried so far:
Use ai-edge-torch but I can't install the ... | https://stackoverflow.com/questions/79710042/convert-custom-yolox-model-pth-to-tflite-model-and-quantize-model | python, tensorflow, machine-learning, pytorch, tflite | 1,753,168,012 |
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