This book constitutes revised and extended selected papers of the 4th IEEE Colombian Conference, ColCACI 2021, which was held virtually in Colombia at the end of May 2021.
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¿Biomedical Applications.- Anemia Detection using a Full Embedded Mobile Application with YOLO Algorithm.- On the Use of Convolutional Neural Network Architectures for Facial Emotion Recognition.- Automated Preprocessing Pipeline in Visual Imagery Tasks.- Multilabel and Multiclass Approaches Comparison for Respiratory Sounds Classification.- Alternative Proposals and its Applications. - Weighted Hausdor Distance Loss as a Function of Di¿erent Metrics in Convolutional Neural Networks for Ladybird Beetle Detection.- Non-linear PCA for Feature Extraction in Extreme Precipitation Events using Remote Sensing Information.
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