Matplotlib consists of three main layers which are called backend, artist, and scripting.We are mostly dealing with the scripting layer. It is the matplotlib.pyplot interface. Scripting layer automates the process of putting everthing together. Thus, it is easier to use than the other layers.The first example is a scatter plot. It is mainly used to visualize the relationship … [Read more...] about Top 5 Python Data Visualization Libraries
Machine Learning
FPGA Implementation of Modified Canny Edge Detection Algorithm
Edge detection refers to the process of identifying as well as locating sharp discontinuities in an image. While preserving the essential structural properties in an image, edge detection process significantly reduces the amount of data and filters out useless information. Due to its superior performance, the Canny edge detector is one of the most widely used edge detection … [Read more...] about FPGA Implementation of Modified Canny Edge Detection Algorithm
The Sequence Scope: The AI Chip Race is Getting More Specialized
Weekly newsletter that discusses impactful ML research papers, cool tech releases, the money in AI, and real-life implementations.The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers … [Read more...] about The Sequence Scope: The AI Chip Race is Getting More Specialized
AI in Anesthesiology For The Future
The Insights on Pain MedicineAll Rights ReservedThe Bias of AIWhen most think about artificial intelligence, the first thing that comes to mind is robot domination. Which is further from the truth and bias. Speaking hypothetically, even if superintelligence was possible, robots and machines can never have true human consciousness. In other words, a machine can never be more … [Read more...] about AI in Anesthesiology For The Future
Computer Vision on Edge
Object detection with AIoT: An edge computing exampleA few weeks back when I was window shopping at AliExpress I came across the wonderful Maixduino device. It was claimed to carry RISC V architecture along with a KPU (KPU is a general-purpose neural network processor). Contrasting specs of the board were as follows;CPU: RISC-V Dual Core 64bit, with FPUImage Recognition: … [Read more...] about Computer Vision on Edge
What features do affect the price of Airbnb in Boston?
Airbnb is an American vacation rental online marketplace company based in San Francisco, California. Airbnb maintains and hosts a marketplace, accessible to consumers on its website or app. Users can arrange lodging, primarily homestays, and tourism experiences or list their spare rooms, properties, or part of it for rental. On the other hand, users who are traveling and … [Read more...] about What features do affect the price of Airbnb in Boston?
Image Classification-Computer Vision
*********work in progress*******Image Classification defines the task of classifying image from a fixed set of categories. Object detection and Image segmentation can also be reduced to Image Classification.In this project, I start by exploring the dataset, gaining useful data insights-which will be used later in the process of modelling, followed by preprocessing which … [Read more...] about Image Classification-Computer Vision
UNDERSTANDING THE ASSOCIATION BETWEEN THE VARIABLES
Chi Square Test for Independence of AttributesConsider the following questions:1. Is their any association between income level and brand preference?2. Is their any association between family size and size of washing machine bought?3. Are the attributes educational background and type of job chosen independent?The solutions to the above questions need the help of Chi-Square … [Read more...] about UNDERSTANDING THE ASSOCIATION BETWEEN THE VARIABLES
Probability Distributions: A Gentle Introduction
Let’s start by defining the two types of numerical variables: discrete and continuous.Discrete variables — This represents the countable number of values. For example, we can count the number of boxes in a carton. A carton can contain 20 boxes and if you take one out, then it contains 19 boxes.Continuous variables— This represents measurements. For example, the weight of the … [Read more...] about Probability Distributions: A Gentle Introduction
Klasifikasi menggunakan SVM (Support Vector Machine) di Python pada study kasus (Orange vs…
Pada artikel kali ini saya akan membuat aplikasi yang dapat Mengklasifikasikan antara Buah jeruk biasa/Orange dan jeruk bali/Grapefruit dengan Machine Learning menggunakan algoritma Supervised Learning yaitu SVM (Support Vector Machine) memakai bahasa pemrograman Python.Adapun Pembahasannya dibagi menjadi beberapa point:Pengantar Machine LearningPengantar SVMKernel trickDataset … [Read more...] about Klasifikasi menggunakan SVM (Support Vector Machine) di Python pada study kasus (Orange vs…