New Apple model combines vision understanding and image generation with impressive results

Manzano combines visual understanding and text-to-image generation, while significantly reducing performance or quality trade-offs.
IEEE

A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes

Abstract: This article presents a new deep-learning architecture based on an encoder-decoder framework that retains contrast while performing background subtraction (BS) on thermal videos. The ...
marktechpost

Google Introduces T5Gemma 2: Encoder Decoder Models with Multimodal Inputs via SigLIP and 128K Context

T5Gemma 2 follows the same adaptation idea introduced in T5Gemma, initialize an encoder-decoder model from a decoder-only checkpoint, then adapt with UL2. In the above figure the research team show ...
Streaming Media Magazine

Nokia, Ericsson, Fraunhofer HHI Join Forces to Drive 6G-Era Video Coding Standardization

European connectivity leaders Nokia and Ericsson have partnered with Berlin-based Fraunhofer HHI to shape and drive the next generation of video-coding standardization for better immersive media and ...
redsharknews.com

Blackmagic Streaming 4.1 Update

Blackmagic has updated its Streaming software to v4.1, adding support for up to 16 channels of embedded audio and HDR metadata among other new features. Following the release of Blackmagic Streaming 4 ...
CNN

How to decode the shifting politics of the anti-Trump protests

Protests against Donald Trump’s mass deportations, now spreading nationwide, could define his presidency, make or break Democratic careers and shape future elections. The White House, which thinks it ...
TV Technology

Magewell to Show Latest Pro Convert Device, Preview Xmit Encoder/Decoder at Infocomm

NANJING, China—Magewell will showcase the latest addition to its Pro Convert product line and introduce a new family of Pro Convert devices during InfoComm 2025, June 11-13, at the Orange County ...
Ars Technica

Apple Videotoolbox AV1 video encoding is almost too good to be true

I've been transcoding videos on handbrake using AV1 which I think is the latest encoder. AV1 on the Mac is often incredibly efficient. I'm talking 3gb -> 300mb efficient. Even tougher material with ...
ascopubs.org

Next-generation U-Net Encoder: Decoder for accurate, automated CTC detection from images of peripheral blood nucleated cells stained with EPCAM and DAPI.

Beyond tumor-shed markers: AI driven tumor-educated polymorphonuclear granulocytes monitoring for multi-cancer early detection. Clinical outcomes of a prospective multicenter study evaluating a ...
Digi Times

Cypress Technology launches new 1G bandwidth AV over IP solution, enabling seamless collaboration in high-performance environments

As audiovisual (AV) and IT technologies continue to converge, AV over IP has become one of the best solutions for modern AV integration. By converting AV signals into standard network packets for ...
Advanced Television

Mobile TV Group selects Open Broadcast Systems’ encoders and decoders

Open Broadcast Systems, a specialist in software-based low-latency video encoding and decoding, has announced that Mobile TV Group has selected its encoders and decoders for low-latency video ...