Advanced search

Showing result 1 - 5 of 139 essays matching the above criteria.

  1. 1. Exploring the Depth-Performance Trade-Off : Applying Torch Pruning to YOLOv8 Models for Semantic Segmentation Tasks

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

    Author : Xinchen Wang; [2024]
    Keywords : Deep Learning; Semantic segmentation; Network optimization; Network pruning; Torch Pruning; YOLOv8; Network Depth; Djup lärning; Semantisk segmentering; Nätverksoptimering; Nätverksbeskärning; Fackelbeskärning; YOLOv8; Nätverksdjup;

    Abstract : In order to comprehend the environments from different aspects, a large variety of computer vision methods are developed to detect objects, classify objects or even segment them semantically. Semantic segmentation is growing in significance due to its broad applications in fields such as robotics, environmental understanding for virtual or augmented reality, and autonomous driving. READ MORE

  3. 2. Feasibility Study of Energy Harvesting via Biofuel Cell for Miniaturised Implantable Biosensors

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Rebecca Bonato; [2024]
    Keywords : Biofuel cell; Blood; Energy Harvesting; Glucose; Power Density; Oxygen;

    Abstract : In the current pursuit of sustainable energy, biofuel cells are attracting considerable attention. Within biomedical engineering, the concept of harnessing energy from biological fluids, such as blood, holds significant promise, enabling both full autonomy and miniaturization. READ MORE

  4. 3. AI for innovators - An exploratory study on the application of Artificial Intelligence as a supportive tool in the innovation process

    University essay from Göteborgs universitet/Graduate School

    Author : Mauro Campus; [2023-07-19]
    Keywords : Innovation; Innovation Drivers; Stages of Innovation; Innovation Models; Innovation Process; Artificial Intelligence; Industry 4.0 and Artificial Intelligence; Machine Learning; Deep Learning; Generative AI; Artificial Intelligence in Business; Artificial Intelligence and Innovation;

    Abstract : The technological evolution we are experiencing nowadays has impacted many businesses and industries. In this sense, one of the most influential technologies is certainly Artificial Intelligence, which especially in recent months has been at the centre of numerous debates. READ MORE

  5. 4. INTERWEAVE - Food production interweaving with cultural programs, housing, and public places in Slakthusområdet, Stockholm.

    University essay from KTH/Stadsbyggnad

    Author : Md Ratin; [2023]
    Keywords : Slakthus; Incest farming; Vertical farming; Lab-based farming; Culture;

    Abstract : Slakthusområdet, a historically significant slaughterhouse district in Stockholm, stands as a testament to the dynamic nature of urban landscapes, characterized by the relentless tide of rapid urban change. Over the years, this district has undergone multiple transformations, mirroring the shifting needs and aspirations of the city. READ MORE

  6. 5. Fine-tuning a BERT-based NER Model for Positive Energy Districts

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Karen Ortega; Fei Sun; [2023]
    Keywords : Positive Energy District PED ; Named Entity Recognition NER ; Bidirectional Encoder Representations from Transformers BERT ; Pipeline; Fine-tune;

    Abstract : This research presents an innovative approach to extracting information from Positive Energy Districts (PEDs), urban areas generating surplus energy. PEDs are integral to the European Commission's SET Plan, tackling housing challenges arising from population growth. READ MORE