Essays about: "tree log"

Showing result 1 - 5 of 40 essays containing the words tree log.

  1. 1. Learning a Grasp Prediction Model for Forestry Applications

    University essay from Umeå universitet/Institutionen för fysik

    Author : Elias Olofsson; [2024]
    Keywords : Forwarder; Autonomous grasping; Deep learning; Multibody dynamics; Convolutional neural network;

    Abstract : Since the advent of machine learning and machine vision methods, progress has been made in tackling the long-standing research question of autonomous grasping of arbitrary objects using robotic end-effectors. Building on these efforts, we focus on a subset of the general grasping problem concerning the automation of a forwarder. READ MORE

  3. 2. Improving Pith Detection and Automated Log Identification using AI

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Muhammad Farooq; [2023]
    Keywords : Automated wood log identification; damaged log identification; pith detection; artificial intelligence; computer vision; machine learning; deep learning;

    Abstract : Tracking of tree logs from a harvesting site to its processing site is a legal requirement for timber-based industries. Wood log identification is an important task in the forestry industry and has traditionally relied on manual inspection by trained experts. READ MORE

  4. 3. ML enhanced interpretation of failed test result

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

    Author : Hiranmayi Pechetti; [2023]
    Keywords : Data Parsing; Machine Learning; Log file Analysis; Text Classification; Supervised Classification; Dataanalys; maskininlärning; loggfilsanalys; textklassificering; Övervakad klassificering;

    Abstract : This master thesis addresses the problem of classifying test failures in Ericsson AB’s BAIT test framework, specifically distinguishing between environment faults and product faults. The project aims to automate the initial defect classification process, reducing manual work and facilitating faster debugging. READ MORE

  5. 4. Image generation through feature extraction and learning using a deep learning approach

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Tibo Bruneel; [2023]
    Keywords : Deep Learning; Neural Networks; Deep Generative Learning; Variational Autoencoders; Generative Adversarial Networks; Flow-based Models; Triplet Image Generation; Triplet Loss; Tree Log End Generation; Forestry Application;

    Abstract : With recent advancements, image generation has become more and more possible with the introduction of stronger generative artificial intelligence (AI) models. The idea and ability of generating non-existing images that highly resemble real world images is interesting for many use cases. READ MORE

  6. 5. Ekonomi och virkesproduktion för hyggesfritt respektive trakthyggesbruk : en analys av ekonomiska och produktionsmässiga konsekvenser

    University essay from SLU/Dept. of Forest Ecology and Management

    Author : Elias Källmark; Petter Tillberg; [2023]
    Keywords : trakthyggesbruk; hyggesfritt; blädningsbruk; skärmställning; hyggen; PlanWise; nuvärde; kalkylränta;

    Abstract : Skogsbruket som bedrivs i Sverige har under de senaste åren kritiserats av myndigheter och allmänheten. En ny skogsstrategi från EU har tagits fram för öka andelen skogsbruksmetoder, så som hyggesfria alternativ, som främjar den biologisk mångfalden samt minska koldioxidutsläppen från skogen och därav minska andelen trakthyggesbruk som bedrivs i dagsläget. READ MORE