Search alternatives:
process optimization » model optimization (Expand Search)
weight optimization » design optimization (Expand Search), joint optimization (Expand Search)
class process » cross process (Expand Search), cgan process (Expand Search), gans process (Expand Search)
binary mask » binary image (Expand Search)
mask weight » class weight (Expand Search)
process optimization » model optimization (Expand Search)
weight optimization » design optimization (Expand Search), joint optimization (Expand Search)
class process » cross process (Expand Search), cgan process (Expand Search), gans process (Expand Search)
binary mask » binary image (Expand Search)
mask weight » class weight (Expand Search)
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1
Image processing workflow.
Published 2020“…<p>Raw fluorescent microscope images (a) were processed with a binary segmentation algorithm, and clusters of bacterial cells were manually annotated. …”
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2
Algoritmo de clasificación de expresiones de odio por tipos en español (Algorithm for classifying hate expressions by type in Spanish)
Published 2024“…</li></ul><p dir="ltr"><b>File Structure</b></p><p dir="ltr">The code generates and saves:</p><ul><li>Weights of the trained model (.h5)</li><li>Configured tokenizer</li><li>Training history in CSV</li><li>Requirements file</li></ul><p dir="ltr"><b>Important Notes</b></p><ul><li>The model excludes category 2 during training</li><li>Implements transfer learning from a pre-trained model for binary hate detection</li><li>Includes early stopping callbacks to prevent overfitting</li><li>Uses class weighting to handle category imbalances</li></ul><p dir="ltr">The process of creating this algorithm is explained in the technical report located at: Blanco-Valencia, X., De Gregorio-Vicente, O., Ruiz Iniesta, A., & Said-Hung, E. (2025). …”