Category "tensorflow"

react native app crashes when tf.ready called

I followed all instructions to install @tensorflow/tfjs-react-native given at https://www.npmjs.com/package/@tensorflow/tfjs-react-native/v/0.3.0 this is my app

How to pass the batchsize for a custom environment in Tf-agents

I am using tf-agents library to build a contextual bandit. For this I am building a custom environment. I am creating a banditpyenvironment and wrapping it in t

Speed up ndarray process of RNN model using Google Colab

I'm working on a RNN model to recognize speech keywords. I found out that the code below need to run at least 5 minutes in google colab. Is there any way of cod

normalize image with opencv in c++?

I have a TfLite model that takes a standardized float32 image as an input, the pixel range should convert from the [0~255] to [-1~1] I wrote a demo function but

Fit unequal data into Linear Regression Model

How do I fit two unproportional arrays to a regression model? Is it possible to resize/reshape one without loosing the data? I used the code from here but my tr

Tensorflow Object Detection Api dont restore checkpoint to fine-tuning

I am trying to re-train EfficientDet D4, coming from Tensorflow Model Zoo (http://download.tensorflow.org/models/object_detection/tf2/20200711/efficientdet_d4_c

Neural network: same prediction for different inputs

I am getting the same prediction for different inputs. I am trying to use a regressional neural network. I want to predict values instead of class using neural

Can't use Keras MeanIoU to train semantic segmentation model

I'm working on a binary semantic segmentation problem. I built an UNet model with MobileNetV2 backbone. Here is my model code: def upsample(filters, size, apply

converting recurrent to bi recurrent

I want to convert this below RNN into bidirectional RNN, how can I do that? #Call the function and compile the model. model = RNN() model.summary() model.compil

Find pivots in tensor that maximize sum of values

Let's suppose I have a matrix like this: [[15,10,8], [11,5,8], [9,14,4]] I need to write a function that, for each row, returns the indices of the maximum valu

Tensorflow (Cummulative) Counting, how to call different labels?

I am very new to Python, but need to work with it during my study for a project. We are trying to make a camera scanning system. I have found an amazing code by

ModuleNotFoundError: No module named 'hcaptcha'

I am trying to execute a code of mine, but i keep getting the following error: ModuleNotFoundError: No module named 'hcaptcha' When I try installing 'hcaptcha

How to generate a sentence around words in Keras?

I know that how to generate next word in keras with lstm but how to predict previous word for example If you have two words like "car" and "running" then It sho

Utilizing GPU fails with tensorflow and CUDA with process finished with exit code -1073740791 (0xC0000409)

I try to use my GPU for the first time to run a model with Tensorflow it exits whenever training starts with message: Epoch 1/15 2022-05-07 00:46:23.749793: I t

Create TensorFlow tensor from two smaller tensors using boolean mask

I'm using TensorFlow and would like to create a 1D tensor t1 from two smaller tensors t2 and t3, where len(t2) + len(t3) == len(t1) and a boolean mask which ind

ValueError: Layer weight shape (775, 768) not compatible with provided weight shape (775, 100, 768)

20220422: I've read some tutorials on other embeddings and now I guess my question is actually how to create an embedding matrix using Bert word embeddings? 202

'ListWrapper' object has no attribute 'get_config' error when doing gridsearch

I have to do grid search on my DNN. But I am getting an error on GridSearchCV function. Here is the code for creating and compiling the model I used and also wh

ValueError: Input 0 of layer "sequential_35" is incompatible with the layer: expected shape=(None, 800, 1, 100), found shape=(None, 1, 100)

Hi Im currently working on the below program but im getting below error: ValueError: Input 0 of layer "sequential_35" is incompatible with the layer: expected s

how do i port my machine learning model from python to java web app?

so I've been developing some machine learning models using sklearn and tensorflow in python . and I want to integrate it into a java web app. so far I've been s

Low accuracy after testing hyperparameters

I am using VGG19 pre-trained model with ImageNet weights to do transfer-learning on 4 classes with keras. However I do not know if there really is a difference