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A neural network that contains at least one layer is known as a convolutional layer. A convolutional neural network would generally consist of some combination of the below mentioned layers:Convolutional layersPooling layersDense layersConvolutional Neural Networks have been used to produce great results for a specific kind of problems, such as image recognition. It is a Deep Learning algorithm that takes an image as input, assigns importance to it, i.e. the algorithm learns to assign weights and biases to values. This helps differentiate one object from the other.The amount of pre-processing required in a ConvNet is lesser than other classification algorithms. ... Read More
The malloc() function stands for memory allocation, that allocate a block of memory dynamically.It reserves the memory space for a specified size and returns the null pointer, which points to the memory location.malloc() function carries garbage value. The pointer returned is of type void.The syntax for malloc() function is as follows −ptr = (castType*) malloc(size);ExampleThe following example shows the usage of malloc() function. Live Demo#include #include #include int main(){ char *MemoryAlloc; /* memory allocated dynamically */ MemoryAlloc = malloc( 15 * sizeof(char) ); if(MemoryAlloc== NULL ){ printf("Couldn't able to allocate requested memory"); }else{ ... Read More
Git uses a series of BLOBs and trees to store content of the working directory of a project. Whenever we perform a commit operation, Git internally creates a series of trees and BLOBs, which is the binary representation of the project folder structure at that point in time of commit.What is BLOB?BLOB stands for Binary Large Object. Each version of a file in Git is represented as a BLOB. A BLOB holds a file’s data but doesn’t contain any metadata about the file or even its name.To understand a BLOB let us see an example.Create 3 files “file1.txt”, “file2.txt” and ... Read More
The git status command returns the current state of the −Working areaStaging areaThis command returns tracked and untracked files and changes made to the repository. However, this command does not show any commit records or information. This command usually returns a status message denoting one of the following states −No commit historyUntracked filesChanges pending to be committedClean working treeModified filesDeleted filesThe syntax for using the git status command is given below −$ git statusA screenshot of the above command’s output is below. The output indicates that the file has been modified.dell@DESKTOP-N961NR5 MINGW64 /e/tut_repo (master) $ git status On branch master ... Read More
This question can be rephrased as "How to save work in progress (WIP) in Git and return to it later when convenient?"The problem − When we switch branches, Git resets our working directory to contain the snapshot stored in the last commit of the target branch. For example, if we switch from feature to the master branch, Git will replace contents in the working directory with the last commit of the master branch. But if we have local changes in our working directory that we haven't committed yet, these changes will be lost. In this situation, Git will not allow ... Read More
Collaborators will use multiple branches in order to have clearly separated codebase. At some point in time, we may have to merge these branches in order to have the resulting work in the main branch. It is important that we compare the differences in the branches before merging to avoid any conflicts. We will see a couple of different ways to compare two branches −Listing commit differences − This method shows commits that are present in a branch but unavailable in the other branch.Listing file changes − This method compares branches and displays how exactly a certain file is different ... Read More
Branching allows us to diverge from the main line of work and work on something else in isolation. Conceptually, we can think of a branch as a separate isolated workspace. We have a main workspace called the master.We can create a feature branch and work separately on the feature branch to add more features to the project without affecting the main line of work. If there is some error in the feature branch, we can fix it without affecting other collaborator’s work. Once everything is working properly in the feature branch, we can merge it with the main line of ... Read More
The git commit is a 40-digit hexadecimal SHA1 hash. Quite often we need to bookmark a as the commit hash is difficult to memorize. This is where one can use tags. Tags can be used to name a commit. In other words, tags are labels that can be used to identify a specific commit. For e.g., “v1.0, RC1.0” are some ways to name a commit.Tags can be classified as −Lightweight TagsAnnotated TagsLightweight TagsA Lightweight tag is also known as a simple tag. These tags use a name to refer to a specific commit. Lightweight tags are private to a repository. ... Read More
Explanation − In git HEAD is a reference pointer and points to the current commit in the current branch. The below diagram shows that there are two commits ‘Commit#1’ and ‘Commit#2’, where ‘Commit#2’ is the latest commit. Every commit in Git will have a reference to its previous commit. Here, ‘Commit#2’ will have a reference to ‘Commit#1’. The current branch is master. The master pointer points to the latest commit i.e., ‘Commit#2’. The HEAD points to the master. In other words, the HEAD points to the last commit via the master.To check where the HEAD is pointing to, we can ... Read More
A branch in Git is a series of interrelated commits. When a repository is initialized in Git, a branch will be created by default. This default branch is called the master.Multiple branches can be created within a Git repository. When a developer starts working on a new feature of the project, he may create a new feature branch and work in isolation from the master branch. Once the feature is completed changes in that branch will be merged to the master branch. In other words, the master branch will be the main line of work. The master itself is a ... Read More