Search Results for "python neural network"
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Showing 37 open source projects for "python neural network"
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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 results (higher metric score and faster convergence). ... -
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new-pac
Scientific Internet access
This repository aggregates tools, guides, and configuration files aimed at enabling network access in restrictive environments across desktop and mobile platforms. It collects client applications, one-click browser bundles, configuration examples, and references for widely used proxy and tunneling technologies. The emphasis is on approachability: instructions, packaged builds, and links are organized so non-experts can find a workable setup for their device. Because endpoint reliability and... -
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KCast
chromecast videos from KDE desktop
KCast is a KDE Plasma 6 widget that lets you cast video files or youtube URLs to a Chromecast devices in your local network. It supports device discovery, local media playback via an embedded HTTP server, and drag-and-drop integration with browsers and file managers like Dolphin. -
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AI Upscaler for Blender
AI Upscaler for Blender using Real-ESRGAN
Blender add-on to dramatically reduce render times using the Real-ESRGAN upscaler. Rendering an HD image in Blender takes 37 minutes. Upscaling can render a similar quality image in 5 mins total. Any PC or laptop can now do 3D rendering. 4k images can be rendered in the time it would take to render HD 1080p images. HD 1080p images can be rendered in record time on low-end hardware. Installation is easy. Just install the addon. No special hardware or GPU is required. Upscaling is done... -
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WebCam_Streamer
Stream your laptop or external webcam over LAN or Wi-Fi hotspot.
WebCam Streamer is a professional, lightweight application that lets you stream your laptop or external webcams in real-time. Stream over a local network (LAN) or create a temporary Wi-Fi hotspot for direct access without complex setup. Features a modern, resizable dark-themed GUI with a dropdown to select any connected camera, live status display, and QR code for instant browser access. Supports multiple webcams, switching between them seamlessly, and keeps streaming simple with start/stop... -
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mrViewer
Flipbook, Image Viewer and Audio-Video Player
This project is no longer active. It has been replaced by mrv2 at: www.sourceforge.net/p/mrv2 A video player, interactive image viewer, and flipbook for use in VFX, 3D computer graphics and professional illustration. -
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G2SConverter
Convert models from GoldSource engine to Source engine with AI
...A feature of this utility is the ability to improve the quality of textures of models using Upscaling, deblurring, and normal map generating. All operations to improve the quality of textures are performed by neural networks. To improve the quality of the texture, it is first Upscaled using RealESRGAN. The user can select scaling factor: x2, x4 or x8. After the Upscaling procedure, the texture is deblured using the Scale-recurrent Network for Deep Image Deblurring. An example of a processed texture is shown in the following image (parameters used: scaling-factor = 4 and deblur iterations = 4) besides upscaling and debluring the utility also generates normal maps for each texture. ... -
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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.,... -
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Robust Video Matting (RVM)
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX
We introduce a robust, real-time, high-resolution human video matting method that achieves new state-of-the-art performance. Our method is much lighter than previous approaches and can process 4K at 76 FPS and HD at 104 FPS on an Nvidia GTX 1080Ti GPU. Unlike most existing methods that perform video matting frame-by-frame as independent images, our method uses a recurrent architecture to exploit temporal information in videos and achieves significant improvements in temporal coherence and... -
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Consistent Depth
We estimate dense, flicker-free, geometrically consistent depth
Consistent Depth is a research project developed by Facebook Research that presents an algorithm for reconstructing dense and geometrically consistent depth information for all pixels in a monocular video. The system builds upon traditional structure-from-motion (SfM) techniques to provide geometric constraints while integrating a convolutional neural network trained for single-image depth estimation. During inference, the model fine-tunes itself to align with the geometric constraints of a specific input video, ensuring stable and realistic depth maps even in less-constrained regions. This approach achieves improved geometric consistency and visual stability compared to prior monocular reconstruction methods. ... -
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MediaData
Provides access to media file metadata
A suite of python packages to display/record media file metadata. -
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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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motionEyeOS
A video surveillance OS for single-board computers
motionEyeOS is a Linux distribution that turns a single-board computer into a video surveillance system. The OS is based on BuildRoot and uses motion as a backend and motionEye for the frontend. Compatible with most USB cameras as well as with the Raspberry PI camera module. Motion detection with email notifications and working schedule. JPEG files for still images, AVI files for videos. Connects to your local network using ethernet or wifi. File storage on SD card, USB drive or network SMB... -
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OpenTvArchitecture
open source platform to manage a TV-like multy channel broadcasting
Do you manage a single channel tv or web-tv and want to step-up to a multi-channel broadcasting television? Do you have too few co-workers and really low money? Then this project could be your solution. Web based management (in the future). IP centric. Tag based media retrival. Multy playout "consumers" Long term content scheduling. Free and Open Source. ...... -
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PyTorch Natural Language Processing
Basic Utilities for PyTorch Natural Language Processing (NLP)
PyTorch-NLP is a library for Natural Language Processing (NLP) in Python. It’s built with the very latest research in mind, and was designed from day one to support rapid prototyping. PyTorch-NLP comes with pre-trained embeddings, samplers, dataset loaders, metrics, neural network modules and text encoders. It’s open-source software, released under the BSD3 license. With your batch in hand, you can use PyTorch to develop and train your model using gradient descent. ... -
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Video Nonlocal Net
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... -
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OpenBroadcaster Server
Broadcast Automation Software LPFM IPTV
OpenBroadcaster has a simple and effective web-based automation system with scheduler to conveniently manage your station from just about anywhere, through the creation of content lists that can play out over both terrestrial or internet radio and TV, using a mobile-friendly 'drag-and-drop' interface. Setting up repeating content, such as station identification, public service announcements or advertisements is "point and click" easy. -
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chrome-cut-cli
command line tool to scan, detect, stream and control chrome cast
Basic command line tool to async scan, detect, stream and control chrome cast devices. Great for pranking someone with a chrome cast device in your local network. Plus there is a GUI version here. https://sourceforge.net/projects/chrome-cut/ -
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Chrome-Cut
Python3 tool to scan, detect and control chromecast devices
Basic GUI, CLI tool programmed in Python 3.4 and QT5. It gives you the ability to detect, scan and send some useful HTTP requests "Commands" to endless amount of chromecast devices. As well as the ability to loop the commands so the process of repeating it will be automated with a set duration in-which the looping will be done. -
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NTK RTMP SERVER
Naam Tamilar Web TV Live Streamer
Naam Tamilar RTMP Server This project updated as open source for future use of Naam Tamilar Political Party. To contribute to the party and in some case if there is any possibilities if i cannot support them for long term. I thought of sharing this source code so in future it may be helpful for the community and party in which other software developers can help them to upgrade. This source is forked from - https://github.com/arut/nginx-rtmp-module and modified with multiple broadcast... -
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OpenLP - Free Church Worship Software
Free church worship presentation software
Open Source Worship Presentation Software. This project has moved to Launchpad: https://launchpad.net/openlp -
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Locaviewer
Sistema de vídeo distribuido para Centros Infatiles
Proyecto para la IV Edición del Desafío Tecnológico planteado en la ETSIIT de la Universidad de Granada. Nuestro grupo propone una solución para que padres puedan ver en tiempo real a sus hijos mientras se encuentran Centros Infantiles. Nuestro producto se diferencia de otros en el que el cambio de cámara es automático, realizando para ello una triangulación de los niños. -
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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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Cross-platform p2p live streaming system designed to broadcast real-time media content through a reliable and robust overlay network.
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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.
