Listar por tema "transfer learning"
Mostrando ítems 1-12 de 12
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Comparativa de modelos de aprendizaje profundo para la detección de odio en castellano en medios de información social.
(08/02/2023)Con este trabajo tratamos de determinar la viabilidad que existe en la detección automática de expresiones de odio en castellano mediante la aplicación de Deep Learning (DL) sobre el dataset del proyecto Hatemedia1. Para ... -
COVID-19 Disease Prediction Using Weighted Ensemble Transfer Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2023)Health experts use advanced technological equipment to find complex diseases and diagnose them. Medical imaging nowadays is popular for detecting abnormalities in human bodies. This research discusses using the Internet ... -
Deep Learning for Diabetic Retinopathy Prediction
(Springer Science and Business Media Deutschland GmbH, 2021)Diabetic retinopathy is a complication of diabetes mellitus. Its early diagnosis can prevent its progression and avoid the development of other major complications such as blindness. Deep learning and transfer learning ... -
Deep Transfer Learning-Based Automated Identification of Bird Song
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Bird species identification is becoming increasingly crucial for avian biodiversity conservation and assisting ornithologists in quantifying the presence of birds in a given area. Convolutional Neural Networks (CNNs) are ... -
Detección y Diagnóstico de Fallas en Rodamientos con Velocidad Variable Aplicando Aprendizaje Profundo
(20/07/2020)Detectar potenciales anomalías en rodamientos de equipos rotativos, minimiza el riesgo de pérdidas de lucro cesante, costos de reparación y afectación de seguridad de procesos como consecuencia de una falla. Los rodamientos ... -
Detection of Improperly Worn Face Masks using Deep Learning – A Preventive Measure Against the Spread of COVID-19
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)Coronavirus disease 2019 has had a pressing impact on people all around the world. Ceasing the spread of this infectious disease is the urgent need of the hour. A vital method of protection against the virus is wearing ... -
Neural Scoring of Logical Inferences from Data using Feedback
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Insights derived from wearable sensors in smartwatches or sleep trackers can help users in approaching their healthy lifestyle goals. These insights should indicate significant inferences from user behaviour and their ... -
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning
(Springer, 2021)Recognizing human activities seamlessly and ubiquitously is now closer than ever given the myriad of sensors readily deployed on and around users. However, the training of recognition systems continues to be both time and ... -
Probador virtual basado en redes neuronales convolucionales (CNN) y redes generativas antagónicas (GAN)
(20/07/2023)El auge del comercio electrónico ha amplificado la necesidad de soluciones tecnológicas que aborden los desafíos inherentes a la compra de ropa en línea. El presente trabajo se enfoca en la implementación de un probador ... -
Sistemas cognitivos artificiales para la detección de deepfakes usando datos audio-visuales
(07/2021)Los deepfakes se refieren a videos, audios u otros tipos de datos manipulados utilizando técnicas de deep learning. Pueden ser una fuente de desinformación y manipulación, y es por esto que en este trabajo se ha elaborado ... -
Transfer Learning en la detección de cáncer de piel.
(09/2021)El crecimiento de las temperaturas provocadas por el cambio climático y el uso recreativo de la exposición al sol han desembocado en una tendencia creciente de la incidencia del cáncer de piel en los últimos años. La ... -
Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation
(International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)Human nature is inherently intertwined with violence, impacting the lives of numerous individuals. Various forms of violence pervade our society, with physical violence being the most prevalent in our daily lives. The study ...
