Search Results for "data visualization, research"
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Showing 49 open source projects for "data visualization, research"
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Serial Studio
Multi-purpose serial data visualization & processing
Serial Studio is a simple, multi-platform, and multi-purpose serial data visualization program that allows embedded developers to visualize, analyze, and present data generated from their projects and devices while avoiding the need to write project-specific visualization software. Over my many CanSat-based competitions, I found myself writing and maintaining several Ground Station software for each program. -
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FFmpeg Quality Metrics
Calculate quality metrics with FFmpeg (SSIM, PSNR, VMAF, VIF)
...It supports widely used metrics such as PSNR, SSIM, VIF, MSAD, and VMAF, enabling detailed comparison between reference and distorted video files. The tool outputs both per-frame data and aggregated statistics like averages and standard deviation, making it useful for research, encoding optimization, and benchmarking. It also includes optional visualization features through an interactive web-based dashboard for analyzing results graphically. Designed for cross-platform use, it integrates seamlessly into automated workflows and supports JSON or CSV output formats for further analysis. ... -
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MeshLab
The open source mesh processing system
MeshLab is an open-source, portable, and extensible system for the processing and editing of unstructured large 3D triangular meshes. It is aimed to help the processing of the typical not-so-small unstructured models arising in 3D scanning, providing a set of tools for editing, cleaning, healing, inspecting, rendering and converting this kind of meshes. MeshLab is mostly based on the open source C++ mesh processing library VCGlib developed at the Visual Computing Lab of ISTI - CNR. VCG can... -
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Bayesian Optimization
Python implementation of global optimization with gaussian processes
This is a constrained global optimization package built upon bayesian inference and gaussian process, that attempts to find the maximum value of an unknown function in as few iterations as possible. This technique is particularly suited for optimization of high cost functions, situations where the balance between exploration and exploitation is important. More detailed information, other advanced features, and tips on usage/implementation can be found in the examples folder. Follow the basic... -
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dovi_tool
dovi_tool is a CLI tool combining multiple utilities
dovi_tool is a command-line utility written in Rust that provides a comprehensive set of tools for working with Dolby Vision metadata in video streams. It is designed to analyze, edit, and generate dynamic metadata used in high dynamic range video formats. The tool allows users to extract, inject, and modify RPU data, which controls how Dolby Vision content is displayed on compatible devices. It also supports demuxing and muxing HEVC streams, enabling manipulation of enhancement layers and... -
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Live API Web Console
A react-based starter app for using the Live API over websockets
Live API Web Console is a React starter that demonstrates how to use Gemini’s Live API over WebSockets to build real-time, multimodal experiences. The app includes modules for streaming audio playback, recording user media from the microphone, webcam, or even screen capture, and it surfaces a unified event log so you can debug the session as it flows. Configuration lives in a simple .env file and the project boots with standard web tooling, letting you experiment quickly with models, system... -
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anichart.js
Easily create data visualization animation videos
anichart.js is a JavaScript and TypeScript visualization library designed to transform structured data into animated charts, particularly dynamic bar chart race visualizations. It allows developers to create time-based animations that display ranking changes and trends in an engaging and visually intuitive way. The library provides tools for rendering charts on a canvas, managing transitions, and synchronizing data over time. -
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PyMesh
Geometry processing library for Python
...It provides a set of common mesh processing functionalities and interfaces with a number of state-of-the-art open-source packages to combine their power seamlessly under a single developing environment. Mesh process should be simple in python. PyMesh promotes human-readable, minimalistic interface and works with native python data structures such as numpy.ndarray. -
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The Integrating Vision Toolkit (IVT) is a powerful and fast C++ computer vision library with an easy-to-use object-oriented architecture. It offers its own multi-platform GUI toolkit. OpenCV is integrated optionally. Website: http://ivt.sourceforge.net
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The Video Annotation and Reference System (VARS) is a software interface and database system that provides tools for describing, cataloging, retrieving, and viewing the visual, descriptive, and quantitative data associated with video.
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OpenFace
A state-of-the-art facial behavior analysis toolkit
OpenFace is an advanced facial behavior analysis toolkit intended for computer vision and machine learning researchers, those in the affective computing community, and those who are simply interested in creating interactive applications based on facial behavior analysis. The OpenFace toolkit is capable of performing several complex facial analysis tasks, including facial landmark detection, eye-gaze estimation, head pose estimation and facial action unit recognition. OpenFace is able to... -
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VideoMan Library
C++ library for image acquisition and visualization
Library for capturing video from cameras, 3d sensors, frame-grabbers, video files and image sequences. It can also display multiple images using OpenGL with different layouts. Easy integration with OpenCV, CUDA... Perfect for computer vision. Keywords: video capture, computer vision, machine vision, opencv, opengl, cameras, video input devices, firewire, usb, gige -
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Unity Cluster Package
Dragging and Dropping Components for Multi-projection Applications
This component set for the Unity game engine facilitates the development of immersive and interactive multi-projection applications. The drag-and-drop components allow Unity applications to run on a commodity PC cluster with passive support for stereoscopy, perspective correction according to the user's viewpoint and access to special servers to provide device-independent features. Cite us. Please check the package main paper (1), the survey used as base (2), and some multiprojection... -
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The FxEngine is an Open C++ Framework under LGPL license. The FxEngine Framework simplifies the plugin architecture for the data flow processing. It provides a full control to the plugin architecture for applications that require custom solutions.
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It is an audio-video recorder daemon with motion and noise detection. Detecting motion it buffers captured data, so the precise moment of event beginning is not clipped. It packed with a GUI program for configuration tuning.
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PVideo
Compare Videos Side By Side
Compare several video in separate view ports, using synchronized playback. This project is licensed under the GPLv3.0 -
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FlowVR is an open source middleware tailored for high performance in situ data processing and analytics running on large parallel machines
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ONE-NET Low Power Wireless Protocol
ONE-NET is an open-source low power wireless networking protocol.
ONE-NET is both an open standard and an implementation of a wireless network protocol. The protocol was originally intended for home automation but has many more applications where low power, secure communications are required. -
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N-Sense
N-Sense Sensory substitution software
N-Sense is sensory substitution software. Whit goal to make sensory substitution and super senses available to everyone. N-sense uses hearing as it's input port and is(will be) capable to allow multiple senses trough it as vision, magnetic orientation, humidity, velocity,time, altitude... Almost any data from computer can be made into sense and included into project. N-Sense is modular by design, written mostly in c++ to allow optimal processing speed and uses OpenCv for Image/video... -
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Tool for annotating (bike race) videos with data from GPS devices to display time, distance, speed, power, HR, CAD, elevation, laps. Outputs a series of SVG files importable as image sequence into the OpenShot Video editor as overplayed video track.
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CCVisualizer is a multiplatform Closed Caption or Subtitle visualizer for movies or films (es Youtube, Megavideo). By downloading the movie's SRT file, it is possible to visualize it, to pause and to manually align video and text.
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Python software package for 3D tracking of leg joints in walking insects. Published as Bender et al., PLoS ONE, 2010 (http://dx.doi.org/10.1371/journal.pone.0013617)
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PyramidWorkshop is an image-compression System based upon the scientific work of John Robinson (inventor of BTPC) about image-compression with adaptive linear predictors and is in average more efficient than PNG/JPEG2000.
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VidL is an online video and image annotation program that allows for the management of workers and data via a webserver. Annotate videos and images with meta data or other time related markers. Use include research data collection and annotation, video i