Essays about: "pruning"

Showing result 16 - 20 of 99 essays containing the word pruning.

  1. 16. Pruning a Single-Shot Detector for Faster Inference : A Comparison of Two Pruning Approaches

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

    Author : Karl Beckman; [2022]
    Keywords : Computer Vision; Object Detection; Single-Shot Detector; SSD-MobileNetV2; Iterative Pruning; Datorseende; Objektdetektering; Enstegsdetektor; SDD-MobileNet-V2; Iterativ Beskärning;

    Abstract : Modern state-of-the-art object detection models are based on convolutional neural networks and can be divided into single-shot detectors and two-stage detectors. Two-stage detectors exhibit impressive detection performance but their complex pipelines make them slow. READ MORE

  3. 17. Askens framtid : konsekvenser och hantering av askskottsjukan ur ett ekologiskt perspektiv

    University essay from SLU/Dept. of Landscape Architecture, Planning and Management (from 130101)

    Author : Linda Tångby; Veronika Johansson; [2022]
    Keywords : Fraxinus excelsior; Hymenoscyphus fraxineus; svampsjukdom; biologisk mångfald; värdväxt; handel; invasivitet; resistens; skadegörare på ask; växtskydd; epidemi;

    Abstract : Asken (Fraxinus excelsior) är ett av våra ädellövsslag och dess existens hotas av den vindburna svampsjukdomen askskottsjukan. Sjukdomen upptäcktes först i Polen i början av 90-talet och spreds under en 20-årsperiod till de flesta länder i Europa. READ MORE

  4. 18. Design Specifications for an Interactive Teaching Tool for Game AI using Gomoku

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Erik Nygren; [2022]
    Keywords : ;

    Abstract : This thesis seeks to understand and improve how students can learn the fundamentals of strategic game AI using a game-like application. The work focuses on the design specifications of a mockup application that can be used to teach a user the concepts behind the Minimax and Alpha-Beta Pruning algorithms using the strategic game Gomoku. READ MORE

  5. 19. Organic waste streams in the wine industry

    University essay from SLU/Department of Molecular Sciences

    Author : Hanna Eriksson; [2022]
    Keywords : wine; waste; utilization; grapes; residue; pomace;

    Abstract : Today, the annual global production of grapes surpasses seventy million tonnes. Of the grapes used toward winemaking, one fourth end up as pomace. In addition to pomace, vine pruning residues, stems and wastewater sludge contribute to the immense volumes of waste that for a long time has been considered as without value. READ MORE

  6. 20. Unstructured pruning of pre-trained language models tuned for sentiment classification.

    University essay from KTH/Matematisk statistik

    Author : Oscar Nordström; [2022]
    Keywords : Unstructured pruning; transformer; BERT; sentiment classification; natural language processing; neural networks; deep learning; Ostrukturerad pruning; transformer; BERT; sentimentklassifikation; språkbehandling; neurala nätverk; djup inlärning;

    Abstract : Transformer-based models are frequently used in natural language processing. These models are oftenlarge and pre-trained for general language understanding and then fine-tuned for a specific task. Becausethese models are large, they have a high memory requirement and have high inference time. READ MORE