2 papers
cs.CV2025
Hands-on Evaluation of Visual Transformers for Object Recognition and Detection
Dimitrios N. Vlachogiannis, Dimitrios A. Koutsomitropoulos
Convolutional Neural Networks (CNNs) for computer vision sometimes struggle with understanding images in a global context, as they mainly focus on local patterns. On the other hand…
cs.CV2024
A Review and Implementation of Object Detection Models and Optimizations for Real-time Medical Mask Detection during the COVID-19 Pandemic
Ioanna Gogou, Dimitrios Koutsomitropoulos
Convolutional Neural Networks (CNN) are commonly used for the problem of object detection thanks to their increased accuracy. Nevertheless, the performance of CNN-based detection m…