Search Results for "learning"
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Showing 69 open source projects for "learning"
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1
Video-subtitle-extractor
A GUI tool for extracting hard-coded subtitle (hardsub) from videos
Video hard subtitle extraction, generate srt file. There is no need to apply for a third-party API, and text recognition can be implemented locally. A deep learning-based video subtitle extraction framework, including subtitle region detection and subtitle content extraction. A GUI tool for extracting hard-coded subtitles (hardsub) from videos and generating srt files. Use local OCR recognition, no need to set up and call any API, and do not need to access online OCR services such as Baidu and Ali to complete text recognition locally. ... -
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Anime4KCPP
A high performance anime upscaler
Anime4KCPP provides an optimized bloc97's Anime4K algorithm version 0.9, and it also provides its own CNN algorithm ACNet, it provides a variety of way to use, including preprocessing and real-time playback, it aims to be a high-performance tool to process both image and video. This project is for learning and the exploration task of the algorithm course in SWJTU. Anime4K is a simple high-quality anime upscale algorithm. Version 0.9 does not use any machine learning approaches and can be very fast in real-time processing or pretreatment. ACNet is a CNN-based anime upscale algorithm. It aims to provide both high-quality and high-performance. ... -
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The Python Computer Science Degree
This is a curated list of free courses from reputable universities
...It is designed to mirror the core requirements of an undergraduate computer science degree while removing general education classes. The repository focuses on Python-friendly learning paths, making it approachable for self-taught developers who want a structured academic foundation. It includes courses from reputable institutions such as Harvard, MIT, Stanford, and Princeton. The curriculum organizes learning into topics like computer science basics, programming, math, systems, theory, applications, and electives. ... -
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ffmprovisr
Repository of useful FFmpeg commands for archivists
...It also serves as a reference tool for advanced users who need quick access to tested command patterns. The content spans a wide range of use cases, from basic conversions to advanced archival workflows. Overall, it functions as both a learning platform and a practical command reference for multimedia processing. -
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5
AnalysisAVP
Encode decode, rgb yuv h264 aac flv mp4 rtmp
...The repository also references various multimedia frameworks and libraries like FFmpeg, SDL2, and x264, helping users understand their integration. It is designed as both a study guide and a reference for developers learning multimedia engineering. Overall, it serves as a structured learning path for audio and video system development. -
6
MediaPipe
Cross-platform, customizable ML solutions for live and streaming media
...Provides segmentation masks for prominent humans in the scene. MediaPipe Face Mesh is a face geometry solution that estimates 468 3D face landmarks in real-time even on mobile devices. It employs machine learning (ML) to infer the 3D surface geometry, requiring only a single camera input without the need for a dedicated depth sensor. Utilizing lightweight model architectures together with GPU acceleration throughout the pipeline, the solution delivers real-time performance-critical for live experiences. Human pose estimation from video plays a critical role in various applications such as quantifying physical exercises, sign language recognition, and full-body gesture control. ... -
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The Open Source Computer Science Degree
Video discussing this curriculum
The Open Source Computer Science Degree is a curated collection of free resources designed to help individuals learn computer science concepts without formal education. It aggregates courses, books, tutorials, and tools covering topics such as algorithms, data structures, systems design, and programming languages. The repository is organized to guide learners through a structured path similar to a university curriculum. It emphasizes accessibility, allowing anyone to gain a comprehensive CS... -
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Must-Watch JavaScript
JavaScript talks you have to see on functional programming
Must-Watch JavaScript is a curated list of high-quality talk videos, tutorials, and presentations about JavaScript — covering a variety of topics such as language features, best practices, frameworks, performance, tooling, and evolving JS ecosystem trends. Rather than being code-heavy, it serves as a learning resource for developers who want to gain conceptual wisdom, stay updated with JavaScript evolution, or learn from experts’ experiences and opinions. For someone who wants to deepen their understanding of JavaScript beyond “just writing code,” this repo offers a guided path through well-chosen content that can expand perspective: on architecture, patterns, pitfalls, performance tradeoffs, and the rationale behind design decisions in JS. ... -
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Must-Watch CSS
CSS Grid, flexbox, custom variables, performance, frameworks
...It’s especially useful if you prefer video learning over documentation, or if you want to expose a team (or yourself) to a variety of perspectives and opinions about styling, architecture, and CSS best-practices. -
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10
learn-ffmpeg
Learn audio and video knowledge, organize materials
...The repository is designed to guide users from basic command usage to advanced media pipeline development. It includes practical examples that demonstrate how to apply FFmpeg in real-world scenarios. The content is organized to serve both as a learning resource and a quick reference for developers. It also highlights common patterns and best practices for working with multimedia systems. Overall, it functions as a comprehensive guide for understanding FFmpeg capabilities and applications. -
11
wlmedia
Next audio and video player SDK
...The project includes support for multiple media formats and emphasizes performance and efficiency in resource-constrained systems. It demonstrates how to build media pipelines that handle playback, processing, and format conversion. wlmedia is structured as both a functional tool and a learning resource for developers exploring multimedia systems. Its modular design allows components to be reused or extended for custom applications. Overall, it serves as a practical toolkit for media handling and experimentation. -
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VMZ (Video Model Zoo)
VMZ: Model Zoo for Video Modeling
...Although VMZ is now archived and no longer actively maintained, it remains a valuable reference for understanding early large-scale video model training, transfer learning, and multimodal integration strategies that influenced modern architectures like SlowFast and X3D. -
13
Android FFmpeg
An Android FFmpeg audio and video development tutorial
...It often includes real-world examples and scenarios that demonstrate how FFmpeg can be applied in production environments. The repository also serves as a reference for developers working with media pipelines and automation tasks. By consolidating learning materials in one place, it reduces the barrier to entry for mastering FFmpeg. Overall, it functions as both a study guide and a technical reference. -
14
Waifu2x-Extension-GUI
Video, Image and GIF upscale/enlarge(Super-Resolution)
Photo/Video/GIF enlargement and Video frame interpolation using machine learning. Waifu2x-Extension-GUI is a video, image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet. The beta build has a faster update cycle than the stable build, which allows you to experience the latest features of the software in advance. -
15
Memories
Build a full stack MERN application
Project MERN Memories is a full-stack application built as a learning tutorial, using the MERN stack: React on the front end, Node.js and Express on the back end, and MongoDB for data persistence. The app is called “Memories” and allows users to post interesting events from their lives (memories), providing a simple social media–style interface and back-end API to support create, read, update, delete of posts. -
16
nunif
Misc; latest version of waifu2x; 2D video to stereo 3D video
nunif is a deep learning–based image processing framework focused on image upscaling, restoration, denoising, and enhancement tasks using neural network models. The project provides a collection of AI-powered utilities designed primarily for anime-style artwork, illustrations, and high-quality image restoration workflows. It includes command-line tools and graphical interfaces for applying trained neural models to improve image resolution and visual clarity while minimizing artifacts. nunif supports GPU acceleration and batch processing, making it suitable for creators, archivists, and enthusiasts handling large image collections. ... -
17
Transcoder
Hardware-accelerated video transcoding using Android MediaCodec APIs
...Unlike traditional speech translation systems that rely on multi-stage pipelines, Transcoder directly translates one speaker’s video into another language while preserving facial expressions, lip-sync, and vocal identity. Designed for real-time use and production-grade pipelines, Transcoder combines advanced deep learning models with GPU acceleration to deliver high-quality translations across languages. It’s built with researchers and developers in mind, offering tools for testing, evaluating, and deploying AI-driven media localization. -
18
FFmpeg Cheat Sheet
A categorized collection of FFmpeg commands for video automation
...It is particularly useful for beginners who want to learn FFmpeg syntax and workflows without reading extensive documentation. The cheat sheet also includes practical examples that demonstrate real-world applications of FFmpeg. It can be used as both a learning resource and a quick lookup tool during development. Overall, it simplifies access to FFmpeg knowledge in a concise format. -
19
LinuxPlay
An open-source, ultra-low-latency remote desktop for Linux hosts
...The project demonstrates how to build a media player from scratch, including handling audio-video synchronization and playback controls. It supports local file playback and may include streaming capabilities depending on configuration. LinuxPlay is structured as both a functional tool and a learning resource for developers interested in multimedia systems. Its design emphasizes simplicity and performance, avoiding unnecessary dependencies. Overall, it serves as a practical example of media player implementation on Linux. -
20
FFmpegAndroid
FFmpeg implements video cropping, watermarking, transcoding
FFmpegAndroid is a comprehensive Android-focused multimedia development project that demonstrates how to integrate and use FFmpeg for advanced audio and video processing tasks. It provides a wide range of implementations including video editing, transcoding, watermarking, and GIF generation, all optimized for mobile environments. The project also covers real-time streaming capabilities such as local and live RTMP pushing using H264 encoding, making it suitable for building live broadcasting... -
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Krypt
Build a Web 3.0 React Solidity blockchain application
...It walks you through setting up MetaMask, configuring a local or test blockchain, and wiring contract methods to a clean, modern UI. The project emphasizes end-to-end learning: from authoring and compiling a smart contract, to deploying it, and then interacting with it via web3 libraries in React. It demonstrates core patterns like sending transactions, reading on-chain state, and providing user feedback for pending and confirmed operations. The codebase is structured to be approachable for newcomers while still exposing real-world concerns such as network switching and account permissions. ... -
22
OpenCV
Open Source Computer Vision Library
The Open Source Computer Vision Library has >2500 algorithms, extensive documentation and sample code for real-time computer vision. It works on Windows, Linux, Mac OS X, Android, iOS in your browser through JavaScript. Languages: C++, Python, Julia, Javascript Homepage: https://opencv.org Q&A forum: https://forum.opencv.org/ Documentation: https://docs.opencv.org Source code: https://github.com/opencv Please pay special attention to our tutorials!... -
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UNA
PHP & MySQL based CMS with messenger
Full featured CMS with social features. It has limited functionality by default and can be extended with additional modules. Additional modules includes such features as Education solution, Video Messenger, Events, Polls, Tasks, Forum, Market, Videos, Video Streaming and more -
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ffmpeg_develop_doc
2023, the latest audio and video learning materials, projects
ffmpeg_develop_doc is a curated repository that aggregates a comprehensive collection of learning resources related to FFmpeg and multimedia development. It includes command references, technical articles, academic papers, tutorials, and example projects covering audio and video processing concepts. The repository is structured as a knowledge base, offering materials on encoding, decoding, streaming protocols, and real-time media systems. -
25
Interactive FFMPEG Command Generator
Create and render complex ffmpeg filtergraphs in the browser
Interactive FFMPEG Command Generator is an experimental visual tool that allows users to explore and understand FFmpeg commands and filters interactively. It provides a graphical interface for constructing FFmpeg pipelines, making it easier to learn and experiment with complex media transformations. The tool focuses on education and exploration, helping users visualize how different filters and parameters affect output. It abstracts command-line complexity while still exposing the underlying...
