machine learning Archivi

30 July 2024 luigi

pyslam v2.1 is available

I am happy to share the new version of pyslam: v2.1. It comes with new improvements and the following new

Computer Vision Deep Learning Machine Learning Math News Perception Posts Robotics

7 May 2020 luigi

My new pySLAM v2 is out!

I am excited to release pySLAM v2. The new version allows you to play with SLAM techniques, visual-odometry, keyframes, bundle-adjustment,

Machine Learning Posts

26 September 2018 luigi

Hottest Deep Learning Frameworks 2018

In this very nice article, Jeff compares all the hottest deep learning frameworks that are used in the Academic and

Computer Vision News

13 May 2018 luigi

@ Inglobe Technologies

From May 2018 I am Chief Research Officer at Inglobe Technologies. I will lead R&D activities on Computer Vision, Machine

Metodi Quantitativi per l’Informatica a.a. 2016

An Introduction to Machine Learning Below, you can find the original timetable of the course “Metodi Quantitativi per l’Informatica” (Introduction

Computer Vision Deep Learning Machine Learning Perception Posts

8 April 2017 luigi

CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction

In this page, the Authors K. Tateno, F. Tombari, I. Laina and N. Navab present the following paper in which CNNs are used

Computer Vision Deep Learning Machine Learning Perception Posts

8 April 2017 luigi

Hand-Crafted Features or Learned Local Features?

In this post, Torsten Sattler presents his upcoming CVPR 2017 paper “Comparative Evaluation of Hand-Crafted and Learned Local Features”

Machine Learning Math Posts

4 April 2017 luigi

Optimization – why momentum really works

This post explains why momentum works in optimization. Nice interactive images are used to this aim. Here you can find another

Business Computer Vision Deep Learning Machine Learning Perception Posts Robotics Sensors

29 March 2017 luigi

Driverless cars that ‘see’ the road ahead

Micheal Milford explains how to make a driverless car see the road ahead. From his Google+ post: “We were asked to

Machine Learning Posts Robotics Sensors

29 March 2017 luigi

Do we need self-driving cars?

This post reports that a self-driving Uber car was involved in a high-speed crash in Tempe, Arizona. No one was

Machine Learning Posts

22 March 2017 luigi

Bias and variance tradeoff

This very nice post clearly explains the bias and variance tradeoff http://www.learnopencv.com/bias-variance-tradeoff-in-machine-learning/ This tradeoff can be mathematically stated by the

Teaching

Visual Perception and Spatial Computing In 2018–2023, I was a Faculty member of the Advanced School of AI. This school

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28 September 2016 luigi

The Going Rate for Self-driving Talent is $10 million per Person, word of Sebastian Thrun

According to this post, Sebastian Thrun said “Uber has just bought a half-a-year-old company [Otto] with 70 employees for almost $700

Computer Vision Machine Learning Mixed Reality Perception Posts Robotics

22 August 2016 luigi

ElasticFusion – Real-time Light Source Detection

A new journal paper about ElasticFusion has come out from Davison’s group. New exciting results on 3D light source mapping are presented.

Machine Learning Posts

25 June 2016 luigi

Probabilistic Deep Network

This post explains a trick which allows us to convert neural network outputs into probabilities, with no cost to performance,