Essays about: "category specific"
Showing result 1 - 5 of 225 essays containing the words category specific.
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1. Land cover classification using machine-learning techniques applied to fused multi-modal satellite imagery and time series data
University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskapAbstract : Land cover classification is one of the most studied topics in the field of remote sensing, involving the use of data from satellite sensors to analyze and categorize different land surface types. There are numerous satellite products available, each offering different spatial, spectral, and temporal resolutions. READ MORE
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2. Shifting, Linking and Framing : The Case for Technology as a Coherence-Making Textual Device in Literary Realism
University essay from Karlstads universitetAbstract : Literary realism, that is, texts that seek to represent the actual in literature while achieving a sense of verisimilitude, have historically been analyzed and defined by a number of critics. These critics have, with differing approaches, attempted to make comprehensible what it is that constitutes the realist text. READ MORE
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3. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks
University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)Abstract : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. READ MORE
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4. AI-based image generation: The impact of fine-tuning on fake image detection
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Machine learning-based image generation models such as Stable Diffusion are now capable of generating synthetic images that are difficult to distinguish from real images, which gives rise to a number of legal and ethical concerns. As a potential measure of mitigation, it is possible to train neural networks to detect the digital artifacts present in the images synthesized by many generative models. READ MORE
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5. Movement patterns in horses with multiple limb lameness
University essay from SLU/Dept. of Anatomy, Physiology and BiochemistryAbstract : Disorders from the locomotion apparatus is the most common disease category in horses and a common cause for euthanasia. A frequent symptom of these disorders is lameness and to be able to treat such disorders the correct diagnosis needs to be made. READ MORE
