Google's Gemma 4 12B brings multimodal AI — audio, video, and text — to a standard 16GB laptop in 2026. No cloud required. Here's what it does and why it matters.

Google DeepMind just rolled out Gemma 4 12B, a 12-billion-parameter model that can parse text, images, audio, and video ...

Abstract: This paper presents hardware designs for the encoder and decoder of the 3D-High Efficiency Video Coding (3D-HEVC) bipartition modes targeting real-time processing of high-resolution videos.

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

Neural Machine Translation using LSTMs and Attention mechanism. Two approaches were implemented, models, one without out attention using repeat vector, and the other using encoder decoder architecture ...

Abstract: The segmentation of diversified roads and buildings from high-resolution aerial images is essential for various applications, such as urban planning, disaster assessment, traffic congestion ...

Encoder-decoder framework with attention mechanism has become a mainstream solution to handwritten mathematical expression recognition (HMER) since “watch, attend and parse (WAP)” approach was ...

Thanks to today’s ultra high definition video and increasing complex demands for video editing, a new video format has risen to the throne, called H.265. This format, popularized by x265 and other ...