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Showing posts with the label Deep Learning

Get The Location Of All Text Present In Image Using Opencv

I have this image that contains text(numbers and alphabets) in it. I want to get the location of al… Read more Get The Location Of All Text Present In Image Using Opencv

Does Bias In The Convolutional Layer Really Make A Difference To The Test Accuracy?

I understand that bias are required in small networks, to shift the activation function. But in the… Read more Does Bias In The Convolutional Layer Really Make A Difference To The Test Accuracy?

Keras Model Doesn't Seem To Work

I have the following keras model and when I train the model, it doesn't seem to learn from it. … Read more Keras Model Doesn't Seem To Work

Modify Layer Parameters In Keras

I am interested in updating existing layer parameters in Keras (not removing a layer and inserting … Read more Modify Layer Parameters In Keras

How Can I Load A Directory Of Png In Tensorflow?

i have a directory of png files . there is a train folder and test folder . In the train folder i h… Read more How Can I Load A Directory Of Png In Tensorflow?

Non-identical Results From String Identifier And Actual Class Names For Activations, Loss Functions, And Metrics

I have the following keras model that is working fine: model = tf.keras.Sequential( [ #fir… Read more Non-identical Results From String Identifier And Actual Class Names For Activations, Loss Functions, And Metrics

What All These Parameters Means In Yolov4 Model

What do all of these parameters from training YOLOv4 mean? (next mAP calculation at 1300 iterations… Read more What All These Parameters Means In Yolov4 Model

Importerror: Cannot Import Name 'keras_tensor' From 'tensorflow.python.keras.engine'

I'm getting this error while loading the tensorflow addons library import tensorflow_addons as … Read more Importerror: Cannot Import Name 'keras_tensor' From 'tensorflow.python.keras.engine'

Bcewithlogitsloss In Keras

How to implement BCEWithLogitsLoss in keras and use it as custom loss function while using Tensorfl… Read more Bcewithlogitsloss In Keras

Deep Learning (lstm) With Keras And Variable Size Of Inputs

I am trying to implement a lstm model with keras. The problem is that I have data of different shap… Read more Deep Learning (lstm) With Keras And Variable Size Of Inputs

Failed To Load The Native Tensorflow Runtime On Win 10 64

I'm trying to install TensorFlow as described here on my Windows 10 (x64) machine. First I inst… Read more Failed To Load The Native Tensorflow Runtime On Win 10 64

Splitting Data To Training, Testing And Valuation When Making Keras Model

I'm a little confused about splitting the dataset when I'm making and evaluating Keras mach… Read more Splitting Data To Training, Testing And Valuation When Making Keras Model

How To Fix: Runtimeerror: Size Mismatch In Pytorch

I am new to pyTorch and getting following Size Mismatch error: RuntimeError: size mismatch, m1: [7… Read more How To Fix: Runtimeerror: Size Mismatch In Pytorch

Keras Fit_generator Gives A Dimension Mismatch Error

I am working on MNIST dataset, in which X_train = (42000,28,28,1) is the training set. y_train = (4… Read more Keras Fit_generator Gives A Dimension Mismatch Error

Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

I am trying to create a simple CNN to classify images in MNIST dataset. The model achieved an accep… Read more Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

How To Classify Both Sentiment And Genres From Movie Reviews Using Cnn Tensorflow

I am trying to classify sentiment on movie review and predict the genres of that movie based on the… Read more How To Classify Both Sentiment And Genres From Movie Reviews Using Cnn Tensorflow

Pytorch: How To Implement Attention For Graph Attention Layer

I have implemented the attention (Eq. 1) of https://arxiv.org/pdf/1710.10903.pdf but it's clear… Read more Pytorch: How To Implement Attention For Graph Attention Layer

Conv2d_transpose Is Dependent On Batch_size When Making Predictions

I have a neural network currently implemented in tensorflow, but I am having a problem making predi… Read more Conv2d_transpose Is Dependent On Batch_size When Making Predictions

Creating Large Lmdbs For Caffe With Numpy Arrays

I have two 60 x 80921 matrices, one filled with data, one with reference. I would like to store the… Read more Creating Large Lmdbs For Caffe With Numpy Arrays

Using Sample_weight In Keras For Sequence Labelling

I am working on a sequential labeling problem with unbalanced classes and I would like to use sampl… Read more Using Sample_weight In Keras For Sequence Labelling