Artificial Intelligence

본 논문이 발표되기까지의 몇 년 간 instance segmentation은 object detection으로부터 큰 발전이 있었습니다. Instance segmentation의 sota를 달성한 Mask R-CNN과 FCIS 경우는 object detection인 Faster R-CNN과 R-FCN으로부터 발전이 되었습니다. 하지만 이러한 방식들은 성능에만 치중을 한 나머지 SSD나 YOLO와 같은 real-time한 작업은 전혀 고려하지 않았습니다. 본 논문은 one-stage의 instance segmentation 모델을 통해 SSD나 YOLO와 같은 real-time한 작업이 가능한 방법을 제시합니다.YOLACT의 핵심 method는 Faster R-CNN에 … [Read more...] about YOLACT

If you have ever worked with text datasets, you know how difficult it is to retrieve central information in the dataset, avoiding noise or redundancy. Many approaches can get good results if you want to train your own model, but this requires time and resources. In the following tutorial we will explore how to retrieve hidden information in texts using expert.ai NL API Python … [Read more...] about Visualizing what docs are really about with expert.ai

Aggregating, joining, filtering, and morePhoto by SpaceX on UnsplashSQL is a programming language used to manage data in a relational database. Data is in tabular form with labelled rows and columns. A relational database typically consists of many tables that are related by means of shared columns.In this article, we will go over 6 examples to query a relational database. The … [Read more...] about 6 Query Examples to Boost Your SQL Skills

Most property insurers today still rely on a guy with a ladder and a camera on a stick to perform physical inspectionsPhoto by h heyerlein on UnsplashMost property insurers today still rely on a guy with a ladder and a camera on a stick to perform physical inspections and assess risk. But smart insurers are enlisting the help of AI researchers who have developed platforms that … [Read more...] about How AI is impacting the Insurance Industry?

Tabi ki algoritmalarla! Algoritmalar bir süreci, eylemi makine dili olan kodlarla makineye sırasıyla anlatmaktan başka bir şey değildir.veribilimiokulu.comÖğrenmeyi ilk önce insan etkisi olup olmamasına göre ayırabiliriz: denetimli (supervised) ve denetimsiz (unsupervised) olarak.Denetimli öğrenmeye tahmin algoritmalarından lineer regresyon, sınıflandırma konularından da … [Read more...] about Makine Öğrenmesi ile Tahmin 1- Doğrusal Regresyon

GETTYThe story of American medicine is one of incredible scientific advancements, from the use of penicillin to treat syphilis and other bacterial infections to the countless biomedical breakthroughs made possible by cell-line research.Too often, however, these stories ignore an uncomfortable truth: Some of our nation’s most significant medical discoveries were made possible … [Read more...] about How AI Can Remedy Racial Disparities In Healthcare

Um dos assuntos que mais me empolgam é a aplicação da IA em saúde. Estou bastante envolvido com projetos de inovação e startups no setor, e tenho estudado e refletido bastante sobre o tema.IA está no centro das atenções. Muito se espera dela, mas como sempre, existem muitas expectativas que ainda levarão tempo para se materializar. IA não é novidade, pois conceitualmente surgiu … [Read more...] about IA na medicina: não é a substituição dos médicos por robôs, mas da possibilidade de tirarmos os…

This summarizes some ideas on trained fuzzy learning.Learning and Problem SolvingIn my first tutoring class that I held to economics students on mathematics, I wanted to have a direct discussion on how individuals think about mathematics and what mental representations they use to solve specific problems. This is important, because every mathematical problem requires the right … [Read more...] about Fundamentally Intuitive Systems of Representation f

The amount of data NASA has about Mars is absolutely enormous and increasing every day. In fact, the Mars Reconnaissance Orbiter has been circling Mars for the last 15 years now and every day it sends back invaluable images that researchers analyze for potential landing sites for rovers.Scientists are particularly interested in the photos of craters since they can provide a … [Read more...] about Using AI to Discover Craters on Mars

Image Source: digileadersIt is expected that Artificial intelligence (AI) in healthcare will dramatically change the way medicine is used. While some are concerned that these programs will eventually replace doctors, the potential benefits of clinical care are expected to alleviate those fears, especially for radiologists.The US Department of Health and Human Services has … [Read more...] about Artificial Intelligence Meets Women Health