Essays about: "Self Supervision"

Showing result 1 - 5 of 20 essays containing the words Self Supervision.

  1. 1. Unsupervised 3D Human Pose Estimation

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

    Author : Sri Datta Budaraju; [2021]
    Keywords : Computer Vision; Projective Geometry; Deep Learning; Unsupervised Learning; 3D Human Pose Estimation; GAN; AutoEncoder; Hybrid Generative Model; Self Supervision;

    Abstract : The thesis proposes an unsupervised representation learning method to predict 3D human pose from a 2D skeleton via a VAEGAN (Variational Autoencoder Generative Adversarial Network) hybrid network. The method learns to lift poses from 2D to 3D using selfsupervision and adversarial learning techniques. READ MORE

  2. 2. The Role of Bystanders and Enablers in Juvenile Delinquency

    University essay from Malmö universitet/Fakulteten för hälsa och samhälle (HS)

    Author : Oluwatoyin Jaiyeola; [2020]
    Keywords : enablers; bystanders; delinquency; juvenile; SAT; self control; anomie-strain;

    Abstract : There has been serious concerns about the pace at which juvenile criminality isincreasing globally(National Academies Press, 2001).Young people are increasinglybecoming susceptible to a wide variety of misdemeanors; from substance abuse and addictionto murder (ibid). READ MORE

  3. 3. Is it illegal to waste food? : a study on applying the Swedish Environmental Code in food control for reduced food waste

    University essay from SLU/Department of Molecular Sciences

    Author : Ida Alexandra Escudero Saukko; [2020]
    Keywords : food waste; food control; supervision; supervisory authority; food inspector; food waste quantification; food legislation; general rules of consideration; Swedish environmental code;

    Abstract : One third of all food produced for human consumption globally is lost or wasted, making food waste a major problem from both an economic, social and environmental perspective. One way of preventing food waste is through legislation. READ MORE

  4. 4. Scoring functions evaluation for active learning in humanoid robotics

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

    Author : Riccardo Grigoletto; [2020]
    Keywords : ;

    Abstract : Object detection is an essential ability for humanoid robots. State-of-the art deep learning models for object detection reached remarkable results on general-purpose datasets. However, these methods are typically based on the supervised learning framework, requiring large amounts of data and long computational time to be trained. READ MORE

  5. 5. Optimal driving decision based on energy and time costs

    University essay from KTH/Optimeringslära och systemteori

    Author : Sakina Huseynzade; [2019]
    Keywords : ;

    Abstract : Nowadays the industrial world has a common goal to build environment-friendly transportation and power-train systems. The first step for this aim is electrification of vehicles on the road which has remarkable influence on energy dependency and greenhouse gas emissions. READ MORE