3 papers
cs.CV2024
Fill in the blanks: Rethinking Interpretability in vision
Pathirage N. Deelaka, Tharindu Wickremasinghe, Devin Y. De Silva +1
Model interpretability is a key challenge that has yet to align with the advancements observed in contemporary state-of-the-art deep learning models. In particular, deep learning a…
cs.CV2023
Neural Artistic Style Transfer with Conditional Adversaria
P. N. Deelaka
A neural artistic style transformation (NST) model can modify the appearance of a simple image by adding the style of a famous image. Even though the transformed images do not look…
cs.CV2023
Geometric Perception based Efficient Text Recognition
P. N. Deelaka, D. R. Jayakodi, D. Y. Silva
Every Scene Text Recognition (STR) task consists of text localization \& text recognition as the prominent sub-tasks. However, in real-world applications with fixed camera position…