Essays about: "end-to-end trainable"

Found 4 essays containing the words end-to-end trainable.

  1. 1. Unsupervised Domain Adaptation for 3D Object Detection Using Adversarial Adaptation : Learning Transferable LiDAR Features for a Delivery Robot

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

    Author : Mattias Hansson; [2023]
    Keywords : Unsupervised Domain Adaptation; 3D Object Detection; Mobile Robotics; Adversarial Adaptation; Computer Vision; Oövervakad Domänanpassning; 3D Objektigenkänning; Mobila Robotar; Motspelaranpassning; Datorseende;

    Abstract : 3D object detection is the task of detecting the full 3D pose of objects relative to an autonomous platform. It is an important perception system that can be used to plan actions according to the behavior of other dynamic objects in an environment. READ MORE

  3. 2. Particle Segmentation In Transmission Electron Microscopy Images

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Lisa Svens; [2022]
    Keywords : ;

    Abstract : When pharmaceutical companies develop new drugs or vaccines there are large amounts of data in the form of images that need to be analysed, and any automation of that process is helpful to reduce time. These analyses could be for example concentration, decomposition, or classification, and essential to all these is high-quality particle localisation and segmentation. READ MORE

  4. 3. Automated Pulmonary Nodule Detection on Computed Tomography Images with 3D Deep Convolutional Neural Network

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

    Author : Antoine Broyelle; [2018]
    Keywords : Deep Learning; Artifical Neural Networks; Lung damages; Lung cancer; CT scans; Pulmonary Nodules; Detection; Region Proposal.;

    Abstract : Object detection on natural images has become a single-stage end-to-end process thanks to recent breakthroughs on deep neural networks. By contrast, automated pulmonary nodule detection is usually a three steps method: lung segmentation, generation of nodule candidates and false positive reduction. READ MORE

  5. 4. End-to-End Trainable Chatbot for Restaurant Recommendations

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Amanda Strigér; [2017]
    Keywords : chatbots; machine learning; deep learning; sequence to sequence learning; conversation systems; end-to-end trainable; task-oriented chatbot;

    Abstract : Task-oriented chatbots can be used to automate a specific task, such as finding a restaurant and making a reservation. Implementing such a conversational system can be difficult, requiring domain knowledge and handcrafted rules. READ MORE