Sinchana P. Shetty

Implementation of a MobileNet-Based Accelerator for Real-Time Image Segmentation on FPGA

Real-time image segmentation is essential for edge-based intelligent systems. Deep learning models are efficient for image segmentation compared to conventional techniques. Among other deep neural networks (DNN), MobileNet convolution neural network (CNN) model utilizes depthwise separable convolutions to reduce comput...