OPTICS - Learn Data Science with Travis

Understanding OPTICS and Implementation with Python

Towards Data Science

OPTICS stands for Ordering points to identify the clustering structure. It is a density-based unsupervised learning algorithm, which was developed by the same research group that developed DBSCAN. As…...

Demo of OPTICS clustering algorithm

Scikit-learn Examples

Demo of OPTICS clustering algorithm Finds core samples of high density and expands clusters from them. This example uses data that is generated so that the clusters have different densities. The OPTIC...

Discretized Conical Emission in Multimode Optical Fibers

Towards Data Science

Nonlinear optics is a branch of optics dealing with phenomena that are a consequence of light-induced modifications to the optical properties of matter. Optical fibers are a very attractive medium…

Optical Flow

OpenCV Tutorial

In this chapter, Optical Flow Optical flow is the pattern of apparent motion of image objects between two consecutive frames caused by the movement of object or camera. It is 2D vector field where eac...

Detecting Retina Damage from OCT-Retinal Images

Towards Data Science

Optical coherence tomography (OCT) is an imaging technique that uses coherent light to capture high resolution images of biological tissues. OCT is heavily used by ophthalmologists to obtain high…

Deep Learning, Computer Vision, and Automated Optical Inspection

Towards Data Science

Automated Optical Inspection is commonly used in electronics industry and manufacturing industry to detect defects in products or components during production. Conceptually, common practices in deep…

Oops and Optimality

koaning.io

GridSearch is Not Enough: Part Five

Operators

Essential Java

Introduction Operators in Java programming language are special symbols that perform specific operations on one, two, or three operands, and then return a result. Remarks An operator is a symbol (or s...

Optical Flow with RAFT: Part 1

Towards Data Science

Dive into Deep Learning for Optical Flow Photo by Zdeněk Macháček on Unsplash In this post we will learn about a flagship deep learning approach to Optical Flow that won the 2020 ECCV best paper awar...

What is Operations Research?

Towards Data Science

Operations Research, also called Decision Science or Operations Analysis, is the study of applying mathematics to business questions. As a sub-field of Applied Mathematics, it has a very interesting…

Playing with Photons

Level Up Coding

Achievement Unlocked Continue reading on Level Up Coding

How I end up using Machine Learning in Optics/Photonics Applications for my PhD

Towards Data Science

A few years ago, I secured a scholarship to pursue a PhD in Photonics modelling. Modelling and optimization of optical/photonics waveguides are very important for many upcoming applications, like…