Search Results for "data analysis"
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Showing 27 open source projects for "data analysis"
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gopro-dashboard-overlay
Programs to process GoPro MP4 & Generic GPX/FIT files
...It integrates FFmpeg for rendering and supports multiple resolutions and camera modes such as timelapse and timewarp. The tool can also convert metadata into formats like GPX or CSV for further analysis. It is designed for both post-processing workflows and automated video generation pipelines. Overall, it enhances action footage by adding synchronized visual data overlays. -
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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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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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PyAV
Pythonic bindings for FFmpeg's libraries
...The library is designed for precise media manipulation, making it suitable for applications that require frame-level access or custom processing pipelines. PyAV integrates well with other Python libraries such as NumPy and Pillow, allowing seamless data transformation and analysis. It supports decoding, encoding, filtering, and resampling operations, covering a wide range of multimedia tasks. While powerful, it requires a solid understanding of FFmpeg concepts, as it prioritizes flexibility and control over abstraction. Overall, PyAV is a robust tool for developers building advanced video and audio processing systems in Python. -
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Bloom
An open source, agentic Loom alternative
Bloom is an open-source, agent-centric video recording and processing platform designed as a modern alternative to tools like Loom, but with a strong emphasis on AI-driven workflows and programmability. It allows users to record sessions locally while simultaneously preparing those recordings to be processed, indexed, and analyzed by AI systems, effectively turning simple screen captures into structured, queryable data. The project is part of the broader VideoDB ecosystem, which focuses on... -
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Dozzle
Realtime log viewer for containers. Supports Docker, Swarm and K8s
...The interface includes practical quality-of-life features like fuzzy searching for containers, regex log search, split-screen viewing for multiple logs, and live stats such as CPU and memory usage. It supports more advanced analysis through an in-browser SQL query engine for querying logs, which helps when you need structured filtering without exporting data elsewhere. Dozzle also supports multi-user authentication and can integrate with proxy-forward authorization setups for deployments behind gateways. For larger environments, it can monitor multiple hosts via an agent mode and supports orchestrators like Docker Swarm and Kubernetes. -
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q4rescue
A live linux Rescue toolkit/Emergency OS - based on q4os Trinity
A live linux system rescue toolkit based on q4os Trinity available as a bootable iso for administrating, repairing and cloning/restoring your system and data. Check wiki for full description : https://sourceforge.net/p/q4rescue/wiki/ Main tools: -Foxclone -Rescuezilla -Clonezilla -DDrescue-gui -qtfsarchiver -G4L -Apart -Testdisk -Photorec -Boot Repair -WoeUSB -Q4OS imager -UNetbootin -usbimager -Kdirstats -Kdiskmark -Rclone & Rclone... -
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YUView
The Free and Open Source Cross Platform YUV Viewer
YUView is a cross-platform multimedia analysis tool focused on inspecting raw video formats, particularly YUV data, with advanced visualization capabilities. Built using Qt, it provides a powerful interface for viewing, comparing, and analyzing video frames at a detailed level. The software supports a wide variety of YUV formats, RGB images, and raw bitstreams, including direct decoding of HEVC and other modern codecs. -
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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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MediaInfo
A unified display of relevant technical and tag data for A/V files
MediaInfo is a convenient unified display of the most relevant technical and tag data for video and audio files. -
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WEMax
Work Efficiency Maximize Framework: Analyze work and line processes
- Work in 2013 - The WEMax proposes a framework for the continuous performance improvement of manufacturing lines. The WEMax framework consists of two main activities: 1) assembly work process improvement, including time and motion study, and 2) improvement of line balance efficiency. Although there have been numerous studies on this topic, most of them deal with partial issues rather than the continuous performance improvement of the whole assembly line, which this paper addresses. To... -
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YASAV
SRAM Memory Aging Simulator for Image/Video Processing Systems
YASAV is a GUI-based tool for fast analysis and visualization of SRAM based memory aging. The customization is done for YUV videos to realize use cases for image/video processing applications. This tool accepts SRAM scratchpad memory configuration and user parameters (like test data sets, required aging years etc.) and provides aging estimates in terms of Static Noise Margin (the metric of SRAM aging estimation) and in-depth duty cycle analysis. -
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Defraser is a forensic analysis application that can be used to detect full and partial multimedia files in datastreams. It is typically used to find (and restore) complete or partial video files in datastreams (for instance, unallocated diskspace).
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Fish4Knowledge Project
Analysis of undersea fish videos
The Fish4knowledge project investigated: information abstraction and storage methods for analyzing undersea video data (from 10E+15 pixels to 10E+12 units of information), machine and human vocabularies for detecting & describing fish, flexible process architectures to process the data and scientific queries and effective specialised user query interfaces. A combination of computer vision, database storage, workflow and human computer interaction methods were used to achieve this. ... -
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TrackXY
Track & log x & y displacement, in realtime, of object in webcam
...I am a bit embarrassed to be posting this here, because it's such a rudimentary program, but I couldn't find any other ready-made program that would track an object in real-time from webcam, other than an $80 special-purpose program used in the original (torsion balance) experiment we were replicating. I released TrackXY to reduce barriers to entry to science. Planned features include versions for each platform, a GUI, comprehensive data management, and data analysis tools. To analyze motion in /recorded/ video (not real-time), you may prefer something like PhysMo, also a SourceForge project. -
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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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Transana is a cross-platform tool for the transcription and qualitative analysis of audio and video data. It also provides the ability to identify and organize analytically interesting portions of videos, as well as attach keywords to those video clips.
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Oculux is a Video Analysis Software with automatic point recognition intended primarily for Sport Analysis in 2D.
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HCI for audiovisual live performance exploiting physical computing. Transform your standard musical instrument - electric bass, guitar, violin, piano etc - in an augmented tool, an audiovideo controller without exploiting any specific ext. hardware.
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VideoGrok is a set of applications for relating metadata to segments of video, and then locating and analysing these, with interfaces to technologies including SMIL, RSS and RDF. Currently based on Quicktime for Java. This restriction will be removed.
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Forensic tool designed to extract 3GP video files (regular files, deleted or fragments), SMS (regular, erased or fragments) and address books (regular, erased or fragments) from memory dumps of motorola V3i, V3r and V3D&G cell phones.
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Build your music portal easily. With this PHPNuke module you will be able to publish music information: Artists data, albums, songs, audio samples, chart lists, themes and more. You can install it with no technical knowledge.
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The DataTime Process Framework is intended to support the processing of time-based data in a modular, concurrent, distributed and extensible manner. C++, using YARP, ACE, Qt and MUSCLE on Linux, OSX, Windows and Solaris.
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Genjutsu-vision is a networked computer vision framework for OpenGL. Based upon GLFW and IPP for optimization, networked computer vision development technologies enable vision analysis of data from multiple sources.
