Search Results for "python data analysis"
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Showing 55 open source projects for "python data analysis"
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Streamlink
Streamlink is a CLI utility which pipes video streams
Streamlink is a command-line utility that pipes video streams from various services into a video player, such as VLC. The main purpose of Streamlink is to avoid resource-heavy and unoptimized websites, while still allowing the user to enjoy various streamed content. There is also an API available for developers who want access to the stream data. Streamlink is built upon a plugin system that allows support for new services to be easily added. Most of the big streaming services are supported... -
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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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Segmentation Models
Segmentation models with pretrained backbones. PyTorch
Segmentation models with pre trained backbones. High-level API (just two lines to create a neural network) 9 models architectures for binary and multi class segmentation (including legendary Unet) 124 available encoders (and 500+ encoders from timm) All encoders have pre-trained weights for faster and better convergence. Popular metrics and losses for training routines. All encoders have pretrained weights. Preparing your data the same way as during weights pre-training may give you better... -
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Clipstitch
Uility to make home movies from your digital camera files
Full documentation: Download clipstitchX.Y.html To make movies from your camera (or phone) video files. FFmpeg is a professional-quality, free, open-source program for video editing, with the ability to implement a huge number of operations and handle every data format! This kind of ability comes at a cost: its commands are quite complex-looking and difficult to use and remember. Clipstitch runs as a front-end to ffmpeg so that you use only the sub-set of ffmpeg commands necessary... -
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footswitch2
Audio Transcription software for Linux (Vlc) with a foot pedal
Footswitch 2 is a media player for transcribers on Linux. Written in python and using the python bindings for VLC it allows a transcriber to control the audio or video with a USB footpedal, and includes a set of macros that integrate into LibreOffice. This allows the transcriber to control the media player from within Libreoffice as well, making it useful for those who do not yet own a footpedal/footswitch. Control of the media player from LibreOffice can be via Hotkeys or an integrated... -
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VSGAN
VapourSynth Single Image Super-Resolution Generative Adversarial
Single Image Super-Resolution Generative Adversarial Network (GAN) which uses the VapourSynth processing framework to handle input and output image data. Transform, Filter, or Enhance your input video, or the VSGAN result with VapourSynth, a Script-based NLE. You can chain models or re-run the model twice-over (or more). Have low VRAM? Don’t worry! The Network will be applied in quadrants of the image to reduce up-front VRAM usage. You can use any RGB video input, including float32 (e.g., RGBS... -
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Easy Upscale
A simple image upscaler application using EDSR, ESPCN, FSRCNN, etc.
This application was made to fulfill the assignment for the Data Structures course. The concept of the application is an application to upgrade/enhance image quality. The main theme is queues, we implement circular queues for pooling/storing a list of images to be upscaled. Gui creation is made manually using the tkinter library. For the upscale process itself, it uses the OpenCV library with a model obtained from open source. Checked using vermin. Minimum required versions: 3.6 Incompatible... -
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PyMesh
Geometry processing library for Python
... 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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LiVES
LiVES is a Video Editing System. It is designed to be simple to use, y
LiVES mixes realtime video performance and non-linear editing in one professional quality application. It is designed to be simple to use, yet powerful. It is small in size, yet it has many advanced features. Using LiVES, you can start editing and making video right away, without having to worry about formats, frame sizes, or framerates. It is a very flexible tool which is used by both professional VJ's and video editors - mix and switch clips from the keyboard, use dozens of realtime... -
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FastoCloud PRO
IPTV/NVR/CCTV/Video cloud https://fastocloud.com
... Mozaic Many Outputs Physical Inputs Streaming Protocols File Formats Presets Vods/Series server-side support Pay per view channels Channels on demand HTTP Live Streaming (HLS) server-side support Public API, client server communication via JSON RPC Protocol gzip compression Deep learning video analysis Supported deep learning frameworks: Tensorflow NCSDK Caffe ML Hardware: -
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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 deliver... -
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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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base64io
A stream implementation for Python that provides transparent base64
A stream implementation for Python that provides transparent base64 encoding and decoding of an underlying stream. This project is designed to develop a class, :class:`base64io.Base64IO`, that implements a streaming interface for Base64 encoding. Python has supported native Base64 encoding since version 2.4. However, there is no streaming interface for Base64 encoding, and none is available from the community. The legacy base64.encode and base64.decode interface lets you shuffle data between... -
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WEMax
Work Efficiency Maximize Framework: Analyze work and line processes
... the framework, WEMax categorized a manned assembly line into five analysis levels (workstation, worker, operation cycle, work element, and unit motion), and identified user requirements on each level. Among these five, the workstation level supports line balancing, while the other four (worker, operation cycle, work element, and unit motion) address work process improvement. The WEMax framework has been implemented and tested with various examples from Korean assembly-line-based manufacturers. -
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YouBoxPlayer
Youtube player,based on youtube data api
pyqt4 gui frontend to play youtube video with mpv player. Just download it , unzip it, and run . You are good to go. Beta version is for linux and linux based distro. For install instruction please visit https://sourceforge.net/p/youboxplayer/wiki/Installation/ -
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Fast Forward
Free video editor to convert, cut, trim, stream select and encode
Fast Forward is free video editing software that allows you to convert, cut, trim, remove streams, encode and customise a variety of parameters such as frame rate, bitrate, frame size and output file size. Fast Forward can encode H264, MPEG2 or Xvid video, as well as Dolby Digital AC3, Dolby Digital Plus eAC3+, AAC and Vorbis audio. It is very useful for removing ads from recorded TV programs, or combining the .VOB files from a DVD file system. Thanks to FFmpeg, these processes are extremely... -
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PyVcon
A stylish Video Converter written in Python
PyVcon is a Python video converter using PyQt as its primary GUI Toolkit and because of this, PyVcon has a very sleek user friendly interface. Using ffmpeg for video conversion, PyVcon has great performance in speed and converts any kind of video into mp4, mkv, wmv, avi, 3gp, m4a, mp3 and wma formats. Also included, is MediaInfo who PyVcon partly depends for video metadata generation. PyVcon is also generally known to be of outstanding value, possessing a highly flexible video quality... -
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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. This tool also supports automatic visualization... -
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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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convertToMP4
Easily convert to MP4 with H264 and without all the codec hassle
Convert existing media data (movies or images) to an mp4 movie, with the high performane h264 codec. Usually it takes quite a lot to get the video running as you wish. As convertion engine, Mencoder will be used. This script is intended to ease the creation of videos. It is suitable for the beginner or the lazy advanced people. It will not suite the professional wanting to have full control over all codec parameters. Consider donating to this project: https://sourceforge.net/projects... -
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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... -
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GPSMovieGenerator
Create videos from image and video data linked with GPS tracks
This is a python script for creating videos from GPS track and media data. It renders a moving map with the respective track. On that map, media thumbnails are displayed. These pop up when the track reaches them. If desired, an overlay map and some track statistics may be added to the video. Python3.3 will be needed An example video can be found here: http://www.youtube.com/watch?v=O_IiXrOfFCw&hd=1 To hard to use this script or don't know about linux/python etc ? get in touch with me... -
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TrackXY
Track & log x & y displacement, in realtime, of object in webcam
... 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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ViAmI-Server
Pattern recognition for ADL events
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. -
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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.
