Machine Learning (ML) Summary: Learning to See by Moving Research question: Is it also possible to learn useful features for a diverse set of visual tasks using any other form of supervision?
Machine Learning (ML) Wiener filter Wiener filter performs two main functions - it inverts the blur of the image and removes extra noise. It is particularly helpful when processing images that have been through a degradation filter.
Machine Learning (ML) Summary: High Performance Convolutional Neural Networks for Document Processing We have explored the paper "High Performance Convolutional Neural Networks for Document Processing" by Microsoft Research. It explores techniques to compute convolution layer in CNN faster.
Machine Learning (ML) Understanding Deep Image Representations by Inverting Them We have explore the problem that given an encoding of an image, to which extent is it possible to reconstruct the image itself? We have explored the paper "Understanding Deep Image Representations by Inverting Them".
Contribute and grow 🌱 with Hacktoberfest 2020 Hacktoberfest is a month long virtual event where you can make four contributions towards your favorite Open Source project (such as Cosmos by OpenGenus). You will not only get to learn new things but also get free goodies delivered to you at your doorstep.
Data Structures Count Min Sketch A count min sketch data structure is a probabilistic data structure (a data structure that provides an approximate solution) that keeps track of frequency.
Data Structures Radix Tree [Compact version of Trie] radix tree is a compact version of a trie. It takes advantage of this and will store multiple characters / string of text in an edge instead to reduce the number of extra edges and nodes needed.
Data Structures Two Stack Model / Split Buffer for Text Editors In two stack model, one stack will represent all the contents left of the cursor while the other stack will represent all the contents right of the cursor. Similar is the idea behind Split buffer.
Data Structures Data Structures used in Text Editors A text editor uses a wide range of data structures to implement different features like search, replacing text and much more. These include char buffer, gap buffer, two stack model, doubly linked list and much more.
Algorithms Reverse a doubly linked list in C++ In this article, we are going to see how to reverse a doubly linked list by reversing the links of each node (without swapping values of nodes) and have implemented the solution using C++.
Algorithms To check if the linked list is a circular linked list (2 methods) We will be seeing two efficient methods to determine whether the given linked list is a circular linked list or not. With this, we solve the problem in linear time.
Software Engineering Chrome Dinosaur (T-Rex 🦖) game with Processing in Java We have designed and developed the Chrome dinosaur game (T-Rex game) and implemented it in Java using Processing.
Software Engineering Basics of Hyper Text Transfer Protocol (HTTP) In this article, we have discussed about HTTP. HTTP stands for Hyper Text Transfer Protocol and is the backbone of the Internet.
Software Engineering Main points on BASH (Bourne-Again SHell) In this article, we have covered all major points on BASH Shell which will give you complete knowledge to develop any script to automate tasks.
Machine Learning (ML) Overview of Semantic Segmentation Semantic Segmentation is the process of labeling pixels present in an image into a specific class label. It is considered to be a classification process which classifies each pixel. The process of predicting each pixel in the class is known as dense prediction.
Software Engineering String Pool in Java In this article, I have explained the String Pool in Java and how to implement it in Java programming. I have covered basic concepts of this topic. Also, I have explain the diagram.
Machine Learning (ML) Multinomial/ Multimodal Naive Bayes Multimodal naive bayes is a specialized version of naive bayes designed to handle text documents using word counts as it's underlying method of calculating probability.
Machine Learning (ML) Byte Pair Encoding for Natural Language Processing (NLP) Byte Pair Encoding is originally a compression algorithm that was adapted for NLP usage. Byte Pair Encoding comes in handy for handling the vocabulary issue through a bottom-up process.
Algorithms Travelling Salesman Problem (Bitmasking and Dynamic Programming) In this article, we will start our discussion by understanding the problem statement of The Travelling Salesman Problem perfectly and then go through the basic understanding of bit masking and dynamic programming.
Algorithms Travelling Salesman Problem (Basics + Brute force approach) In this article we will start our discussion by understanding the problem statement of The Travelling Salesman Problem perfectly and then go through the naive bruteforce approach for solving the problem using a mathematical concept known as "permutation"
Software Engineering script and scriptreplay in linux script and scriptreplay are pre-installed commands in Linux. They are more like the utilities which allow the user to record their terminal session and to refer to it anytime he/she needs it.
Algorithms Cycle Detection Algorithms A cycle in a data structure as we have already seen is a condition with no end. A few popular cycle detection algorithms are Floyd's cycle detection algorithm and Brent’s Cycle Detection Algorithm.
Data Structures Finding the length of a loop in linked list In this article, we will look at the method of finding the length of a loop in a linked list. For that you should be able to understand Floyd's loop detection algorithm.
Data Structures Detect a loop in a linked list (3 methods) A Loop in a linked list is a condition when a Linked list does not have any end. We have explored different ways to detect loop in a linked list like by marking visited nodes, using hashmap and Floyd's cycle finding algorithm.
Software Engineering Different Types Of Databases There are 6 different types of Databases which we have covered in depth in our article. It includes centralized, distributed, relational, NoSQL, Object Oriented and Hierarchical database.
