The core innovation lies in replacing the traditional DETR backbone with ConvNeXt, a convolutional neural network inspired by ...

A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.

Meanwhile, aiming at the problem of low segmentation accuracy with traditional convolution neural network-based methods in the crop disease leaf image, this paper proposes a spatial pyramid-oriented ...

A new 3D deformable convolution fusion module is proposed subsequently to merge the information from all frames adaptively. In addition, we employ an encoder-decoder network to restore color and ...

Conv2DTranspose layer (32 filters, 3×3 kernel, stride=2, ReLU activation, same padding) Final Conv2D layer (1 filter, 3×3 kernel, sigmoid activation, same padding) The decoder reconstructs the image ...

April 21, 2022-- Xylon has just revealed two new IP products for lossless and on-the-fly MJPEG video compression and decompression. New logiJPGE-LS and logiJPGD-LS IP cores from the logicBRICKS by ...

March 11, 2021 -- Allegro DVT, the leading provider of video processing silicon IPs, today announced the release of new versions of its D3x0 and E2x0 decoder and encoder IPs with extended of sample ...

This article examines recent data on compression efficiency and data usage for hardware and software decoding and explores how this data shapes the value proposition for publishers opting for software ...