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MongoDB Atlas runs apps anywhere
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The core of Membrane Framework, multimedia processing framework
...Back-pressure, scheduling, and time synchronization are handled by the framework, enabling low-latency streaming and precise playback control without ad-hoc concurrency code. Developers compose pipelines from reusable building blocks and can dynamically add, remove, or switch elements while the system is running.
...The library provides both server and client implementations, allowing Python applications to serve and communicate with browser clients or other Socket.IO clients in real time. It supports key Socket.IO features like event handling, message broadcasting, binary data transmission, rooms, and namespaces, giving developers the building blocks to create chat applications, live dashboards, multiplayer games, and collaborative tools.
Non-local Neural Networks for Video Classification
video-nonlocal-net implements Non-local Neural Networks for video understanding, adding long-range dependency modeling to 2D/3D ConvNet backbones. Non-local blocks compute attention-like responses across all positions in space-time, allowing a feature at one frame and location to aggregate information from distant frames and regions. This formulation improves action recognition and spatiotemporal reasoning, especially for classes requiring context beyond short temporal windows. The repo provides training recipes and models for standard datasets, as well as ablations that show how many non-local blocks to insert and at which stages. ...
Internet Radio is a module that was created to allow for windows media + shoutcast and at multiple bitrates to be shown in one Joomla/Mambo block instead of having to use multiple blocks per bitrate/stream. Shoutcast server required to show current song
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AutoContent organizes audio, video, and av content. After indexing the content, the content can be allocated to channels and scheduled in blocks of time.
The purpose of generating a "TV guide" is for content client computers that will display content c