Create Zeros vs Zeros _like vs Zeros _initializer Tensor Using TensorFlow 2.0 Python Tutorial

by Indian AI Production / On / In TensorFlow 2.x Tutorial
In TensorFlow 2.0, we can create Zeros Tensor(every element in tensor are zeros) in different ways using tf.zeros() and tf.zeros_like() and tf.zeros_initializer(). Create Zeros Tesnor using tf.zeros() Creates a tensor with all elements set to zero (0) Syntax: tf.zeros(shape, dtype=tf.dtypes.float32, name=None) -> Return ZerosTensor """ Create Zeros vs Zeros _like vs Zeros _initializer...
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Create Ones vs Ones_like vs Ones_initializer Tensor Using TensorFlow 2.0 Python Tutorial

by Indian AI Production / On / In TensorFlow 2.x Tutorial
In TensorFlow 2.0, we can create Ones Tensor(every element in tensor are ones) in different ways using tf.ones() and tf.ones_like() and tf.ones_initializer(). Create Ones Tesnor using tf.ones() Creates a tensor with all elements set to one (1) Syntax: tf.ones(shape, dtype=tf.dtypes.float32, name=None) -> Return Ones Tensor """ Create Ones vs Ones_like vs Ones_initializer Tensor Using TensorFlow...
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Create Sparse Tensor using TensorFlow 2.0 Python Tutorial

by Indian AI Production / On / In TensorFlow 2.x Tutorial
What is Sparse Tensor? Tensor that contain mostly zero values are called sparse tensor. When working with tensors that contain a lot of zero values, it is important to store them in a space- and time-efficient manner. Sparse tensors enable efficient storage and processing of tensors that contain a lot of zero values.Sparse tensors are used extensively in encoding schemes like TF-IDF as part of...
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Create TensorFlow Placeholder using TensorFlow 2.X Python Tutorial

by Indian AI Production / On / In TensorFlow 2.x Tutorial
A TensorFlow placeholder is simply a variable that we will assign data to at a later date. It allows us to create our operations and build our computation graph, without needing the data. Syntax: tf.compat.v1.placeholder(dtype, shape=None, name=None) How to Use TensorFlow Placeholder In TensorFlow 2.X How Migrate your TensorFlow 1 code to TensorFlow 2 """ Video: Create TensorFlow Placeholder...
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tensorflow variable

How to Create variable in TensorFlow 2.x Tutorial

by Indian AI Production / On / In Uncategorized
The Variable() constructor requires an initial value for the variable, which can be a Tensor of any type and shape. This initial value defines the type and shape of the variable. After construction, the type and shape of the variable are fixed. The value can be changed using one of the assign methods. Syntax: tf.Variable(initial_value=None, trainable=None, validate_shape=True,...
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How print colorful text in Python | Python Tutorial

by Indian AI Production / On / In Python Tutorial
In Python Tutorial in Hindi, We will Learn how print colorful text in Python using TermColor Library. In this video tutorial going to cover: How do you type in color text?What Colour is a string in Python?How do you change text color in idle Python?What are the colors in python?How do you make text bold in Python? Termcolor : ANSII Color formatting for output in terminal. Termcolor...
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Create Constant Tensor using TensorFlow 2.0 Python Tutorial

by Indian AI Production / On / In TensorFlow 2.x Tutorial
In TensorFlow 2.0 Python Tutorial in Hindi, We will Learn about the TensorFlow Programming element to build Constant Tensor using tf.constant() In this tutorial going to cover: What is constant in TensorFlow?What is TF constant?How do you print a constant in TensorFlow?Is TF constant trainable? tf.constant(): Creates a constant tensor from a tensor-like object. Syntax: tf.constant(value,...
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Blur Image using Gaussian Filter OpenCV Python | OpenCV Tutorial

by Indian AI Production / On / In OpenCV Project
In Python OpenCV Tutorial, Explained How to Blur image using cv2.GaussianBlur() opencv function. Get the answers of below questions: How do I blur an image in OpenCV?How do you blur an image in Python?Why do we blur image?How do you blur part of a picture? Syntax: cv2.GaussianBlur(src, ksize, sigmaX ]]) -> dst . @brief Blurs an image using a Gaussian filter. . . The function convolves the...
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Blur Image Using cv2.blur() & cv2.boxFilter()OpenCV Python | OpenCV Tutorial

by Indian AI Production / On / In Uncategorized
In Python OpenCV Tutorial, Explained How to Blur image using cv2.blur() and cv2.boxFilter() opencv function. Get the answers of below questions: How do I blur an image in OpenCV?How do you blur an image in Python?Why do we blur image?How do you blur part of a picture? Syntax: cv2.blur(src, ksize ]]) -> dst @brief Blurs an image using the normalized box filter. Parameters:...
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Blur Image using filter2d OpenCV Python | OpenCV Tutorial

by Indian AI Production / On / In OpenCV Project, Uncategorized
In Python OpenCV Tutorial, Explained How to Blur image using cv2.filter2d() opencv function. Get the answers of below questions: How do I blur an image in OpenCV?How do you blur an image in Python?Why do we blur image?How do you blur part of a picture? Syntax: cv2.filter2D(src, ddepth, kernel ]]]) -> dst Parameters: . @param src input image. . @param dst output image of the same size and the...
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