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.
Results
Showing 1 to 4 of 4 for “"EfficientDet"”.
-
Object Detection Using Vision Transformed EfficientDet
… integrating Vision Transformers (ViT) into the EfficientDet architecture. The field of computer vision, encompassing artificial intelligence, focuses on the interpretation and analysis of visual data. Recent advancements in deep learning, particularly convolutional neural networks (CNNs), have …
-
Detekce objektů a sledování trasy pohybu účastníků provozu pro potřeby inteligentních dopravních uzlů
… detekční modely YOLOv5, YOLOR, Scaled-YOLOv4 a EfficientDet a po- rovnává jejich vlastnosti (rychlost detekce, pamětové nároky, přesnost a jistotu detekce). K tomuto účelu je vytvořena vlastní datová sada, na které jsou tyto parametry zkoumány. Ze studie vyplývá, že nejlépe je na tom síť YOLOv5. …
-
Computer Vision Applications in Structural Engineering
… Two candidate deep learning models, Yolov5 and EfficientDet, were compared in their performance. It was found that Yolov5 showed slightly higher mAP performances: Yolov5 models showed mAPs from 87% to 90% and EfficientDet models showed mAPs from 82% to 87%, depending on the complexity of the …
-
Deep learning-based seagrass detection and classification from underwater digital images
Deep learning is the most popular branch of machine learning and has achieved great success in many real-life applications. Deep learning algorithms, in particular Convolutional Neural Networks (CNNs), have rapidly become a method of choice for analysing seagrass image data. Deep learning-based …