Essays about: "Caption Generation"

Found 4 essays containing the words Caption Generation.

  1. 1. Medical image captioning based on Deep Architectures

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

    Author : Georgios Moschovis; [2022]
    Keywords : Artificial Neural Networks; Deep Learning; Speech and language technology; Natural Language Processing NLP ; Deep networks; Generative deep networks; Convolutional neural networks CNN ; Text generation; Information retrieval; Diagnostic captioning; Image captioning; concept prediction; classification; image encoders; transformers; Encoder-Decoder architecture; abstractive summarization; Neurala nätverk; Djup inlärning; Tal-och språkteknologi; naturlig språkbehandling; djup neurala nätverk; generativa djupa nätverk; konvolutionella neurala nätverk; Textgenerering; Informationssökning; Diagnostisk textning; Bildtextning; konceptförutsägelse; klassificering; bildkodare; transformatorer; kodaravkodararkitektur; abstrakt sammanfattning;

    Abstract : Diagnostic Captioning is described as “the automatic generation of a diagnostic text from a set of medical images of a patient collected during an examination” [59] and it can assist inexperienced doctors and radiologists to reduce clinical errors or help experienced professionals increase their productivity. In this context, tools that would help medical doctors produce higher quality reports in less time could be of high interest for medical imaging departments, as well as significantly impact deep learning research within the biomedical domain, which makes it particularly interesting for people involved in industry and researchers all along. READ MORE

  3. 2. Detection of Archaeological Sites from Aerial Imagery using Deep Learning

    University essay from Lunds universitet/Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation

    Author : Jorge Lazo; [2019]
    Keywords : Deep Learning; Archaeology; Computer Vision; Aerial Imagery; Transfer Learning.; Physics and Astronomy;

    Abstract : In recent years, Deep Learning has proven to be an outstanding tool in the field of computer vision showing promising results in different fields such as the analysis of medical images, obstacle detection for self-driving cars, automatic image caption generation, etc. In the case of Archaeology, the adoption of these methods in the detection of archaeological structures from aerial images has been slower than in other fields. READ MORE

  4. 3. Using a Character-Based Language Model for Caption Generation

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Simon Keisala; [2019]
    Keywords : Natural Language Processing; NLP; Machine Learning; ML; Neural Network; Caption Generation; Deep Learning; Recurrent Neural Network; Long-Short-Term-Memory; LSTM; word2vec; Language Model;

    Abstract : Using AI to automatically describe images is a challenging task. The aim of this study has been to compare the use of character-based language models with one of the current state-of-the-art token-based language models, im2txt, to generate image captions, with focus on morphological correctness. READ MORE

  5. 4. Conceptual Design of a Variable Air Inlet, JAS 39 Gripen

    University essay from Linköpings universitet/Maskinkonstruktion; Linköpings universitet/Tekniska fakulteten

    Author : Malin Rosén; Andreas Boström; [2015]
    Keywords : ;

    Abstract : The JAS 39 Gripen currently has a static air inlet designed for cooling the engine bay. This inlet has been developed over the years and has consisted of several different solutions. In this master’s thesis an investigation of past and current designs has been conducted in order to develop new concepts with a variable solution. READ MORE