Essays about: "Attention modules"

Showing result 1 - 5 of 31 essays containing the words Attention modules.

  1. 1. Biodiversity Monitoring Using Machine Learning for Animal Detection and Tracking

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

    Author : Qian Zhou; [2023]
    Keywords : Small Target Detection; Target Tracking; YOLOv5; DeepSORT; Attention Mechanism; Loss Function; Feature Extraction and Fusion Network; Detektering Av små sål; sålspårning; YOLOv5; DeepSORT; uppmärksamhetsmekanism; förlustfunktion; fusionsnätverk;

    Abstract : As an important indicator of biodiversity and ecological environment in a region, the number and distribution of animals has been given more and more attention by agencies such as nature reserves, wetland parks, and animal protection supervision departments. To protect biodiversity, we need to be able to detect and track the movement of animals to understand which animals are visiting the space. READ MORE

  3. 2. AI based prediction of road users' intents and reactions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Akshay Gurudath; [2022]
    Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

    Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE

  4. 3. Climate-neutral buildings – Impact of existing definitions on building design

    University essay from Lunds universitet/Avdelningen för Energi och byggnadsdesign; Lunds universitet/Institutionen för arkitektur och byggd miljö

    Author : Nishat Tasnia Aive; Roberts Razna; [2022]
    Keywords : Climate neutrality; Climate-neutral buildings; Climate impact; Climate compensation measures; Climate-neutral certifications; Technology and Engineering;

    Abstract : Climate change poses one of the most substantial threats to humanity today global greenhouse gas emissions are not reduced drastically in the near future, it can lead to severe consequences worldwide. To address this issue, global and national goals have been developed which aim to foster climate-neutral societies and industries. READ MORE

  5. 4. Real-Time Locating System (RTLS) Applicability for ERP Integration : Guidelines for Applicability and Barriers and Enablers for RTLS and ERP Integration

    University essay from Jönköping University/JTH, Produktionsutveckling

    Author : Christoffer Axelsson; Rasmus Åslin; [2022]
    Keywords : Real-time Locating System RTLS ; Enterprise Resource Planning ERP ; Industry 4.0;

    Abstract : Purpose. Real-time Locating Systems (RTLS) are used to identify and locate physical assets in real-time. Essentially, the aim of RTLS is to increase process visibility and thus provide accurate process data concerning for example, lead times, cycle times and inventory control. READ MORE

  6. 5. How to Improve the Detection of Ships from Satellite Images by employing Convolutional Neural Network Using Convolutional Block Attention Modules

    University essay from

    Author : Srinivas Sai Charan Immella; Sruthi Annapureddy; [2022]
    Keywords : ;

    Abstract : .... READ MORE