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 “"Coco Dataset"”.
-
A study on the effect of target object size in object detection
… the target object. The set up requires a custom dataset, containing object instances that are identifiable by the selected models, each with an object instance at a varying distance. The COCO dataset was selected as the training and benchmarking dataset in this experiment. Following the selection …
-
Uncertainty Estimation for Single Stage Object Detection
… on simplified toy problems and lower-dimensional datasets. To address this gap, this thesis implements and evaluates Deep Ensembles and Monte Carlo Dropout within the state-of-the-art YOLOv8 architecture, assessing their ability to capture aleatoric and epistemic uncertainty across a …
-
Using Siamese neural networks to identify individual animals
… Network (FPN) that has been trained on the MS Coco dataset [Lin et al., 2014] is used with v Abstract vi transfer learning. Finally, a Siamese Neural Network (SNN) is used to measure the similarity between the objects in each pair of images, which answers (2). A SNN is a pair of identical …
-
Enhancing multi-label object recognition in complex images via region-based continual learning
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-20 without embargo terms