3 papers
cs.CV2024
A Tiered GAN Approach for Monet-Style Image Generation
FNU Neha, Deepshikha Bhati, Deepak Kumar Shukla +1
Generative Adversarial Networks (GANs) have proven to be a powerful tool in generating artistic images, capable of mimicking the styles of renowned painters, such as Claude Monet.…
cs.NE2024
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization
Deepshikha Bhati, Fnu Neha, Md Amiruzzaman +3
Interpreting complex neural networks is crucial for understanding their decision-making processes, particularly in applications where transparency and accountability are essential.…
cs.CV2024
From classical techniques to convolution-based models: A review of object detection algorithms
Fnu Neha, Deepshikha Bhati, Deepak Kumar Shukla +1
Object detection is a fundamental task in computer vision and image understanding, with the goal of identifying and localizing objects of interest within an image while assigning t…