Essays about: "art and text"

Showing result 1 - 5 of 99 essays containing the words art and text.

  1. 1. Emotion Classification with Natural Language Processing (Comparing BERT and Bi-Directional LSTM models for use with Twitter conversations)

    University essay from Lunds universitet/Matematisk statistik

    Author : Nathaniel Joselson; Rasmus Hallén; [2019]
    Keywords : Mathematics and Statistics;

    Abstract : We have constructed a novel neural network architecture called CWE-LSTM (concatenated word-emoji bidirectional long short-term memory) for classify- ing emotions in Twitter conversations. The architecture is based on a combina- tion of word and emoji embeddings with domain specificity in Twitter data. READ MORE

  2. 2. Neural Language Models with Explicit Coreference Decision

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Jenny Kunz; [2019]
    Keywords : Coreference; Reference; Entity; Language Models; LM; Neural Networks; RNN; Attention; Deep Learning;

    Abstract : Coreference is an important and frequent concept in any form of discourse, and Coreference Resolution (CR) a widely used task in Natural Language Understanding (NLU). In this thesis, we implement and explore two recent models that include the concept of coreference in Recurrent Neural Network (RNN)-based Language Models (LM). READ MORE

  3. 3. Vision based facial emotion detection using deep convolutional neural networks

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

    Author : Fredrik Julin; [2019]
    Keywords : Computer vision; Deep learning; Convolutional neural network; CNN; Neural network; Machine learning; emotion detection; facial expression recognition; real-time; face detection;

    Abstract : Emotion detection, also known as Facial expression recognition, is the art of mapping an emotion to some sort of input data taken from a human. This is a powerful tool to extract valuable information from individuals which can be used as data for many different purposes, ranging from medical conditions such as depression to customer feedback. READ MORE

  4. 4. Generation of synthetic plant images using deep learning architecture

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Ramya Sree Kola; [2019]
    Keywords : generative adversarial network; machine learning; style transfer; style GAN; deep learning; FID; Inception score; google vm; leafsnap dataset;

    Abstract : Background: Generative Adversarial Networks (Goodfellow et al., 2014) (GANs)are the current state of the art machine learning data generating systems. Designed with two neural networks in the initial architecture proposal, generator and discriminator. READ MORE

  5. 5. FREEDOM OF ARTISTIC EXPRESSION – AN ANALYSIS OF PRACTICES BETWEEN ESTONIA AND FINLAND

    University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakulteten

    Author : Kersti Ahlgren; [2019]
    Keywords : freedom of expression; artistic freedom; literary freedom; margin of appreciation; article 10; European Convention on Human Rights; European Court of Human Rights; human rights; Law and Political Science;

    Abstract : Artistic freedom is recognised as a universal human right and a constitutional right in most national laws. Under the auspices of article 10 of the ECHR, the right to freedom of expression guarantees everyone a right to hold opinions and to receive and impart information and ideas without interference by public authority, subject to the limitation clauses outlined in Article 10(2). READ MORE