Search Results for "fusion"

The codebase was designed to help researchers and practitioners quickly reproduce FAIR’s results and leverage robust pre-trained backbones for downstream tasks. It also integrates Gradient Blending, an audio-visual modeling method that fuses modalities effectively (available in the Caffe2 implementation). Although VMZ is now archived and no longer actively maintained, it remains a valuable reference for understanding early large-scale video model training, transfer learning, and multimodal...

...Unlike single-image restoration models, EDVR addresses the temporal dimension by aligning multiple video frames using deformable convolutional layers in a coarse-to-fine manner, allowing it to effectively handle large motion and complex scene dynamics. The architecture includes bespoke modules (e.g., Pyramid, Cascading and Deformable alignment and Temporal Spatial Attention fusion) that align information across frames and emphasize important features for restoration, enabling state-of-the-art performance on benchmarks such as the REDS challenge. By fusing spatial and temporal context, EDVR produces significantly improved visual quality in restored videos compared with approaches that treat each frame independently.

The complete and simply to use backup solution for video portals

This software uses computer vision algorithms for mining sequence data from telemonitoring data with CBRs. We propose an approach which treats the detection of changes in behavior detected with a sensor/video fusion, which occur at radically different time-scales, through a CBR in two levels: low and high level. The system is always updating the database with the daily data.

Programa de composición digital de imágenes a partir de nodos. Similar a Fusion-Nuke-Inferno. -- Image compositing software throw nodes. Fusion-Nuke-Inferno like.

The Intelligere Flash Chat System is a complete chat system based on Flash on the client side and on PHP on back-end. The server used for the syncronitazion and for the streaming is Adobe FMS. Demo http://www.intelligere.info/intelligereFCS/demo.cfm

Calamaio is a video streaming server to watch video streams in real time through internet connection, can stream JPEG or MJPEG, it works with multi-plexed cards too, like some cards based on conexant fusion 878a.

Edufolio is a web-based LCMS providing Assessment tools, Calendar, Discussion forums, Email, Grading system, User access tracking/monitoring, and more. Flash Media Server for multimedia features such as conferencing, chat and A/V recording.

A c# library for easy manipulation and fusion of sensor streams, with an GUI front end enabling fast composition of new streams out of existing accessible sensor streams. An on-going project that is still under development.