Search Results for "learning" - Page 5
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Showing 289 open source projects for "learning"
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LearningVideo
Android Audio and Video Development Monster Fighting Upgrade
LearningVideo is an educational repository that compiles structured learning materials focused on video processing, streaming technologies, and multimedia system design. It provides a wide range of resources including tutorials, technical notes, and example implementations that guide users through fundamental and advanced concepts. The repository covers topics such as encoding, decoding, streaming protocols, and real-time media pipelines, helping learners understand how modern video systems operate. ... -
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DeepMind Lab
A customizable 3D platform for agent-based AI research
DeepMind Lab is a 3D learning environment based on id Software's Quake III Arena via ioquake3 and other open source software. DeepMind Lab provides a suite of challenging 3D navigation and puzzle-solving tasks for learning agents. Its primary purpose is to act as a testbed for research in artificial intelligence, especially deep reinforcement learning. If you use DeepMind Lab in your research and would like to cite the DeepMind Lab environment, we suggest you cite the DeepMind Lab paper. ... -
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Surface Defect Detection Dataset Papers
Constantly summarizing open source dataset and critical papers
...A reasonable imaging scheme helps to obtain images with uniform illumination and clearly reflect the surface defects of the object. In recent years, many defect detection methods based on deep learning have also been widely used in various industrial scenarios. -
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BasicSR
Winning Solution in NTIRE19 Challenges on Video Restoration
BasicSR is a deep learning framework designed for advanced video restoration tasks such as video super-resolution, deblurring, and denoising. Unlike single-image restoration models, EDVR addresses the temporal dimension by aligning multiple video frames using deformable convolutional layers in a coarse-to-fine manner, allowing it to effectively handle large motion and complex scene dynamics. -
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WeiXinRecordedDemo
WeChat video shooting UI, ffmpeg-based video recording and editing
...The project integrates OpenGL-based rendering to apply real-time filters and visual effects during recording. It also includes features for audio recording, synchronization, and playback, ensuring smooth multimedia output. Designed as a learning resource, it provides developers with a reference for building social media-style video capture applications. The codebase demonstrates handling of encoding, file management, and UI interactions in a cohesive workflow. Its modular structure allows developers to reuse components such as filters, recording logic, and playback controls. -
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GIMP ML
AI for GNU Image Manipulation Program
...In addition, GIMP-ML also aims to bring the benefits of using deep learning networks used for computer vision tasks to routine image processing workflows. -
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VideoPlayerDemo
Encapsulate ijkplay player, self-implementing bottom-streaming
...It focuses on integrating FFmpeg-based decoding with a custom rendering pipeline to display video content efficiently. The project demonstrates how to handle media streams, synchronize audio and video, and manage playback controls. It serves as a learning resource for developers exploring media frameworks and playback architectures. The implementation highlights practical concerns such as buffering, threading, and performance optimization. It is particularly useful for understanding how low-level media decoding integrates with UI frameworks. The codebase acts as a reference for building custom video players. -
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Piano Booster
Boost your Piano playing skills
A MIDI file player that teaches you how to play the piano. PianoBooster is a fun way of playing along with a musical accompaniment and at the same time learning the basics of reading musical notation. see: https://www.pianobooster.org/ -
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odt2daisy is an OpenOffice.org Writer extension, enabling to export in DAISY XML, Full DAISY (xml+audio) and Audiobook format. DAISY is an NISO Z39.86 standard for blind, visual impaired, print-disabled, and learning-disabled people.
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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... -
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Shuttle Music Player
Shuttle Music Player
Shuttle is an open source, local music player for Android. The codebase in this repository is very old and unwieldy. The foundations were written when I was first learning java, around 10 years ago. It has become too much of a maintenance burden to try to keep up-to-date, so I've decided to archive the repository. Without open source, Shuttle wouldn't exist, and I probably wouldn't be an Android developer. One of my motivations for open sourcing this project is to 'give back'. Maybe Shuttle can be to someone else what Apollo Music Player was to me. ... -
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Super-résolution via CNN
Super resolution using a CNN, based on the work of the DGtal team
...This program will generate "model_epoch_ .pth" files corresponding to the model at epoch n, in a folder saved_model_u t_bs bs_tbs tbs_lr lr, where corresponds to the scale factor, bsthe size of the training batch, tbsthe size of the test batch and lrto the learning rate. Low res images should be located in a "dataset/input" folder, and high res targets in a "dataset/target" folder, where each different quality image has the same name in both folders. -
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Spectral Python
A python module for hyperspectral image processing
Spectral Python (SPy) is a python package for reading, viewing, manipulating, and classifying hyperspectral image (HSI) data. SPy includes functions for clustering, dimensionality reduction, supervised classification, and more. -
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DeepFaceLab
The leading software for creating deepfakes
...DeepFaceLab is an open-source deepfake system that enables users to swap the faces on images and on video. It offers an imperative and easy-to-use pipeline that even those without a comprehensive understanding of the deep learning framework or model implementation can use; and yet also provides a flexible and loose coupling structure for those who want to strengthen their own pipeline with other features without having to write complicated boilerplate code. DeepFaceLab can achieve results with high fidelity that are indiscernible by mainstream forgery detection approaches. ... -
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VCTRenderer
A real time global illumination solution that achieves glossy surfaces
...The renderer demonstrates cutting-edge rendering techniques aimed at achieving realistic lighting effects without precomputed data, making it ideal for games and interactive applications that need real-time performance with physically plausible lighting. It provides a clean implementation of voxelization and cone tracing in a modern graphics API, making it both a learning tool and a high-performance rendering solution. -
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FastoCloud PRO
IPTV/NVR/CCTV/Video cloud https://fastocloud.com
IPTV/Video cloud Features: Cross-platform (Linux, MacOSX, FreeBSD, Raspbian/Armbian) GPU/CPU Encode/Decode/Post Processing Stream statistics CCTV Adaptive hls streams Load balancing Temporary urls HLS push EPG scanning Subtitles to text conversions AD insertion Logo overlay Video effects Relays Timeshifts Catchups Playlists Restream/Transcode from online streaming services like Youtube, Twitch 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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Udeler
Udemy Course Downloader (GUI)
Udeler is an open source, cross-platform desktop application for downloading Udemy Courses. It makes viewing and learning from Udemy Courses a lot easier by downloading the courses to your desktop, allowing you to view them conveniently offline and at your own pace. Udeler downloads Udemy Courses straight to your Downloads folder, keeping the original structure of course content intact. It works a lot like most other download managers, but Udeler automates this process when downloading Udemy Courses. ... -
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Intro to CSS 3D transforms
Introduction to CSS 3D transforms
...The repository is particularly useful for frontend developers looking to enhance user interfaces with dynamic visual effects. It also demonstrates how to combine multiple transformations to create more complex interactions. The project serves as both a learning resource and a reference for implementing 3D effects in web design. Overall, 3dtransforms highlights the potential of CSS for creating engaging and interactive user experiences. -
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PureCSS Francine
HTML/CSS drawing in the style of an 18th-century oil painting
purecss-francine is a remarkable artistic and technical project created by Cyan Harlow, demonstrating how complex digital illustrations can be achieved using only HTML and CSS, without any JavaScript or images. The artwork, titled Francine, is a detailed portrait crafted purely through CSS shapes, gradients, and layering techniques. It showcases the expressive potential of front-end technologies and serves as both an educational example and a piece of digital art. The project emphasizes... -
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Simple 2D
Simple, open-source 2D graphics for everyone
...Developers can use Simple2D to quickly prototype ideas or build lightweight applications in C with full access to rendering, events, and asset management. It is especially well-suited for learning environments and small indie projects. -
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magicCss
CSS3 whimsy, single label implements various graphics
...By emphasizing minimal markup and clever styling, it encourages performance-conscious and elegant front-end design practices. Overall, magicCss functions as both a learning resource and a creative playground for modern CSS experimentation. -
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PRMLT
Matlab code of machine learning algorithms in book PRML
This Matlab package implements machine learning algorithms described in the great textbook: Pattern Recognition and Machine Learning by C. Bishop (PRML). It is written purely in Matlab language. It is self-contained. There is no external dependency. This package requires Matlab R2016b or latter, since it utilizes a new Matlab syntax called Implicit expansion (a.k.a. broadcasting). -
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Image Super-Resolution (ISR)
Super-scale your images and run experiments with Residual Dense
The goal of this project is to upscale and improve the quality of low-resolution images. This project contains Keras implementations of different Residual Dense Networks for Single Image Super-Resolution (ISR) as well as scripts to train these networks using content and adversarial loss components. Docker scripts and Google Colab notebooks are available to carry training and prediction. Also, we provide scripts to facilitate training on the cloud with AWS and Nvidia-docker with only a few... -
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linjam
A cross platform NINJAM client with linear chain-streaming mode
...It is the much needed modern replacement for the aging platform-specific clients with many new enhancements. The highest goal of the LinJam project is to flatten the pro-audio learning-curve; easing the intimidation that most non-technical musicians experience when they are first introduced to NINJAM. Some of the ways proposed to accomplish this include: offering a minimal interface with some reasonable default settings, some normalizing/conditioning features such as auto-gain and limiter, and the option to elect a "sound man". ... -
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Speech Recognition in English & Polish
Speech recognition software for English & Polish languages
Software for speech recognition in English & Polish languages. Basic versions of SkryBot: 1. SkryBot Home Speech (English Language) - https://sourceforge.net/projects/skrybotdomowy/files/ReleasesEnglish/InstalatorSkryBotHomeSpeechDemo-2.6.9.18117.exe/download 2. SkryBot DoMowy (Polish Language) - https://sourceforge.net/projects/skrybotdomowy/files/ReleasesPolish/InstalatorSkryBotDoMowyDemo-2.4.9.18117.exe/download More...
