Essays about: "Computer vision"

Showing result 1 - 5 of 249 essays containing the words Computer vision.

  1. 1. Efficient 2D SLAM for a Mobile Robot with a Downwards Facing Camera

    University essay from Lunds universitet/Matematik LTH

    Author : Christian Colliander; [2018]
    Keywords : SLAM; 2D SLAM; Visual SLAM; Quadcopter; Drone; Camera; Downwards facing camera; Computer Vision; Image Analysis; ROS; Robotics; Mathematics and Statistics;

    Abstract : As digital cameras become cheaper and better, computers more powerful, and robots more abundant the merging of these three techniques also becomes more common and capable. The combination of these techniques is often inspired by the human visual system and often strives to give machines the same capabilities that humans already have, such as object identification, navigation, limb coordination, and event detection. READ MORE

  2. 2. Video Recommendation Based on Object Detection

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Selma Nyberg; [2018]
    Keywords : Spotify; Machine Learning; Artificial Intelligence; Recommender Systems; Content-Based Filtering; Collaborative Filtering; Hybrid Filtering; Deep Learning; Image Recognition; Object Detection; Paragraph Vectors; Doc2Vec; TensorFlow; Classification; K-Nearest Neighbors; Cross-Validation;

    Abstract : In this thesis, various machine learning domains have been combined in order to build a video recommender system that is based on object detection. The work combines two extensively studied research fields, recommender systems and computer vision, that also are rapidly growing and popular techniques on commercial markets. READ MORE

  3. 3. Sentiment analysis of Swedish reviews and transfer learning using Convolutional Neural Networks

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Johan Sundström; [2018]
    Keywords : Sentiment analysis; transfer learning; domain adaption; convolutional neural networks; cnn; machine learning; word2vec;

    Abstract : Sentiment analysis is a field within machine learning that focus on determine the contextual polarity of subjective information. It is a technique that can be used to analyze the "voice of the customer" and has been applied with success for the English language for opinionated information such as customer reviews, political opinions and social media data. READ MORE

  4. 4. Prototyping an automated robotic shopping cart with visual perception

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Jakob Norell; [2018]
    Keywords : ;

    Abstract : Intelligent atonomous robots are expected to be more common in the future and it is a topic of interest for science and companies. Instead of letting the customer pull a heavy cart by hand, an intelligent robotic shopping cart can aid a customer with their shopping by automatically following them. READ MORE

  5. 5. Updating the generator in PPGN-h with gradients flowing through the encoder

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Hesam Pakdaman; [2018]
    Keywords : Computer Science; Computer Vision; Deep Learning; Machine Learning; Generative Adversarial Networks; GAN; Neural Networks; Generative models;

    Abstract : The Generative Adversarial Network framework has shown success in implicitly modeling data distributions and is able to generate realistic samples. Its architecture is comprised of a generator, which produces fake data that superficially seem to belong to the real data distribution, and a discriminator which is to distinguish fake from genuine samples. READ MORE