Encoder-Decoder Architecture CNN Encoder: The CNN serves as the feature extractor in our architecture. We use a pre-trained CNN model, specifically either VGG16 or ResNet-50, which are known for their ...

Design a simple CNN-based encoder for the image and RNN-based decoder model for the task and report results on the given test set. -> ResNet-50 Architecture is utilised for extracting the features ...

Abstract: In image segmentation by deep learning, encoder-decoder Convolutional Neural Network (CNN) architectures are fundamental for creating and learning representations. However, with many filters ...

Image captioning is a multi-modal problem linking computer vision and natural language processing, which combines image analysis and text generation challenges. In the literature, most of the image ...

WOODCLIFF LAKE, NJ USA -- June 12 2018 -- Semiconductor intellectual property provider CAST, Inc. has released a JPEG-LS Decoder IP core that—together with the JPEG-LS Encoder already ...

The ioibox lvm encoder/decoder series will be launched at GovSec. ioimage will be presenting its intelligent video offerings at Booth #1948 at GovSec May 9-10, 2007.