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deep-learning

Error when making predictions using keras .h5 model?

Solution for Error when making predictions using keras .h5 model? is Given Below: I’ve trained a CNN model with an …

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Categories Codes, Python Tags deep-learning, keras, machine-learning, python, tensorflow

Training loss is decreaseing but validation loss is cosntant. how to avoid overfitting

Solution for Training loss is decreaseing but validation loss is cosntant. how to avoid overfitting is Given Below: I want …

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Categories Codes Tags computer-vision, deep-learning, hyperparameters, machine-learning, overfitting-underfitting

PyTorch NotImplementedError in forward

Solution for PyTorch NotImplementedError in forward is Given Below: import torch import torch.nn as nn device = torch.device(‘cuda’ if torch.cuda.is_available() …

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Categories Codes, Python Tags computer-vision, deep-learning, image-processing, python, pytorch

Unable to call trained model with an arbitrary number of samples since there is a fixed batch size tf.Variable input to recurrent decoder of VRAE

Solution for Unable to call trained model with an arbitrary number of samples since there is a fixed batch size …

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Categories Codes Tags autoencoder, deep-learning, keras, machine-learning, tensorflow

Running out of memory with pytorch

Solution for Running out of memory with pytorch is Given Below: I am trying to train a model using huggingface’s …

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Categories Codes Tags deep-learning, huggingface-transformers, pytorch

KeyError: 0 in CustomDataGenerator class I created

Solution for KeyError: 0 in CustomDataGenerator class I created is Given Below: The error looks like this and occurs after …

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Categories Codes Tags conv-neural-network, deep-learning, image-segmentation, keras, tensorflow

How I can give input to the 3d Convolutional Neural Network?

Solution for How I can give input to the 3d Convolutional Neural Network? is Given Below: The 3d CNN works …

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Categories Codes Tags deep-learning, python-3.x, pytorch, tensorflow, video-processing

Implementing a custom (ranking) loss function in TensorFlow

Solution for Implementing a custom (ranking) loss function in TensorFlow is Given Below: I am trying to implement a custom …

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Categories Codes Tags deep-learning, machine-learning, tensorflow

Low accuracy i.e. 52% in predicting whereas the training and validation accuracy during training is around 92%

Solution for Low accuracy i.e. 52% in predicting whereas the training and validation accuracy during training is around 92% is …

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Categories Codes Tags deep-learning, keras, python

LSTM for HSI data classification

Solution for LSTM for HSI data classification is Given Below: I am trying to classify the Pavia University HSI data …

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Categories Codes Tags deep-learning, keras, lstm, python, recurrent-neural-network
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