Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"RetinaNet"”.
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Talning fiska með tölvusjón
… Notast verður við tauganetin Yolo, Mask RCNN og Retinanet. Niðurstöður rannsóknarinnar sýna að þetta sé mögulegt með tauganetunum með mismunandi skekkju. Bakvið talningu fiska þarf meira en tauganet sem finnur fiska á mynd, en einnig þarf að búa til reiknirit sem fylgir hlutum á milli ramma. …
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A Deep Learning-Based Automatic Object Detection Method for Autonomous Driving Ships
… this project. Then, by utilizing a pre-trained RetinaNet model on a large-scale object detection dataset named Microsoft COCO, we further fine-tune it on our SID dataset. We focused on sea objects that may potentially cause collisions or other types of maritime accidents. Our final model can …
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Sistema de detección de plagas basado en visión computacional para los cultivos de vid de la zona sur del Perú
… se entrenaron y compararon los modelos YOLOv8 y RetinaNet para la detección de Esca y la Spodoptera frugiperda en las hojas de los cultivos de vid, obteniendo un mAP@0.5 78,2% para el primer modelo y un mAP@0.5 84,5% para el segundo. Finalmente, se usó el modelo seleccionado en una aplicación …
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Computer vision based corn kernel quality evaluation: Traditional versus machine learning
… detectors, specifically Faster R-CNN and Retinanet. We collected two databases for both methods separately: (1) Images of many corn kernel batches containing different percentages of good corn kernels vs.foreign matter randomly placed on a flat surface were taken as both training and …
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Object Detection Using Vision Transformed EfficientDet
… frameworks utilized in the industry, such as RetinaNet, EfficientNet, and EfficientDet, primarily employ convolution. Experimental evaluations were conducted using the PASCAL VOC 2007 and 2012 datasets, widely acknowledged benchmarks for object detection. The integrated ViT-EfficientDet model …