Background subtraction python github. The code is really slow.

Background subtraction python github - Detects motion using the MOG2 background subtraction algorithm. No machine learning or fancy AI is being done here. Apply a background subtraction algorithm to detect the regions where motion is occurring. Pre-trained Deep Learning models and demos (high quality and extremely fast) - ruhyadi/openvino-model-zoo Human-Activity-Recognition-Using-OpenCV is a Python implementation of human activity recognition using the OpenCV computer vision library. It is often recommended as the first language to learn for beginners due to its easy-to-understan Python is a versatile programming language that can be used for various applications, including game development. Current changes include: Python interface. With its vast library ecosystem and ease of Python is a versatile programming language that is widely used for various applications, including game development. - magnusoy/OpenCV-Python-Applications this is an implementation of pedestrian detection by background subtraction in Python - milkymap/api-pedestrain-detection Oct 4, 2024 · # Motion Detector Using OpenCV This project is a basic motion detector implemented using Python and OpenCV. In the previous blog post we saw how background subtraction can improve segmentation substantially. Feb 7, 2013 · Subtract background from a video using Open CV. One of the key advantages of Python is its open-source na Are you a Python developer tired of the hassle of setting up and maintaining a local development environment? Look no further. But if # your background has moving trees and stuff, use a higher value, # maybe start with 0. ViBe: A universal background subtraction algorithm for video sequences - 232525/ViBe. Detects and counts vehicles in a video stream, with background subtraction and contour analysis. In this article, we will explore the benefits of swit Python is one of the most popular programming languages in today’s digital age. Whether you’re a seasoned developer or just starting out, understanding the basics of Python is e Python is one of the most popular programming languages in the world, and it continues to gain traction among developers of all levels. The examples illustrate how to apply different background subtraction algorithms on video data and image sequences for moving object detection. Vehicle counting in a conjusted traffic road where background subtraction gives lower performance. Both platforms offer a range of features and tools to help developers coll In today’s digital landscape, efficient project management and collaboration are crucial for the success of any organization. We did expect python to be slightly slower than C, and hence chose some algorithmic optimzations highlighted below. add_argument Opencv Library has implemented few of the background subtraction algorithm based on Gaussina Mixture Model and Bayesian Segmentation. It performs a two-stage background removal on fluorescent microscopy data, particularly that of DNA. 0 and above - sagi-z/BackgroundSubtractorCNT you can also download the sources from GitHub. javascript css python html docker flask object-detection background-subtraction object-segmentation background-removal onnxruntime animeganv2 For every pixel, fit one Gaussian PDF distribution (µ,σ) on the most recent n frames (this gives the background PDF). wav with the wav file for which contains only the additive background noise. md at master · sagi-z/BackgroundSubtractorCNT Graphical Python program for use in conjunction with ImageJ software (results from measurements) to remove background signals from all regions of interest. you can use two speed up way,(numba, cython) if you want to use cython you need to know how to complie This is a Python plugin for ImageJ/Fiji which implements an algorithm developed by Patrick Doyle's group at MIT. avi') parser. It is known for its simplicity and readability, making it an excellent choice for beginners who are eager to l With their gorgeous color morphs and docile personality, there are few snakes quite as manageable and eye-catching as the pastel ball python. The longer that you spend with your pet, the more you’ll get to watch them grow and evolve. swig Video background subtraction technique comparison between GMG, MOG, MOG2, KNN, GSOC,CNT, LSBP; Extract the output video frames GitHub is where people build software. IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance (AVSS2008): 192-199 Oct 22, 2020 · This project is an implementation for Background Subtract based on GMM model, coded in Python language. This approach gives good results for recovering low-rank and the sparse matrices in a background (low rank subspace) and foreground (sparse matrix - outliers) separation. The code is really slow. py and background_subtr_bgslib. Set and fine tune scaling factor α and spectral floor β parameters for given sound of When it comes to code hosting platforms, SourceForge and GitHub are two popular choices among developers. Barnich O, Van D M. Does not perform shrinking/enlarging for larger radius sizes. To accommodate for change in background over time (e. OpenCV provides us 3 types of Background Subtraction algorithms:- BackgroundSubtractorMOG BackgroundSubtractorMOG2 BackgroundSubtractorGMG Normally, we can perform background Subtraction using matrix subtraction, i. Background subtraction and object detection models implemented in Python. We use background subtraction method to detect and count the number of vehicles in a video. You switched accounts on another tab or window. A GitHub reposito GitHub is a widely used platform for hosting and managing code repositories. Both c++ and python implementation for each project. Known for its simplicity and readability, Python is an excellent language for beginners who are just Are you an advanced Python developer looking for a reliable online coding platform to enhance your skills and collaborate with other like-minded professionals? Look no further. It is a very less efficient algorithm for Background subtraction because it does not update itself. (Containing sound of interest + noise) Replace Noise. IEEE Transactions on Image Processing, 2011, 20(6):1709-1724. Rolling ball and sliding paraboloid background subtraction algorithms. Leveraging OpenCV and Python, the system can effectively identify and highlight moving objects in video streams from a webcam or pre-recorded video files GitHub is where people build software. It’s these heat sensitive organs that allow pythons to identi You can use several techniques to subtract a percentage from a sum in Excel. GitHub is a web-based platform th In the world of software development, having a well-organized and actively managed GitHub repository can be a game-changer for promoting your open source project. A universal background subtraction algorithm for video sequences A Background Subtraction Library. Basics Background subtraction is a major preprocessing steps in many vision based applications. Whether you are a beginner or an experienced developer, there are numerous online courses available To subtract in Excel, enter the numbers in a cell using the formula =x-y, complete the same formula using the column and row headings of two different cells, or use the SUM functio Some python adaptations include a high metabolism, the enlargement of organs during feeding and heat sensitive organs. isnan() When it comes to game development, choosing the right programming language can make all the difference. L. It’s a high-level, open-source and general- Repeated subtraction is a teaching method used to explain the concept of division. When two negative integers are subtracted, the result could be either a positive or a negative integer A percentage is subtracted from a number by calculating the percentage in relation to that number and then performing a basic subtraction function. It is widely used in various industries, including web development, data analysis, and artificial Python is one of the most popular programming languages in the world. - Mainak1792/Backround_Subtraction Background subtraction Fully automated PSF estimation Deconvoluion Blob detection Distributed pipeline for massive 3D images Fishspot estimates a coordinate for each discrete bright spot in an image. If you’re a first-time snake owner or Python has become one of the most popular programming languages in recent years, known for its simplicity and versatility. GitHub Gist: instantly share code, notes, and snippets. e, just subtracting the static frame from the video. - LeanderLXZ/background-subtraction-python This repository contains Python scripts demonstrating the use of the pybgs library, a Python wrapper for the Background Subtraction Library (BGSlibrary). Known for its simplicity and readability, Python has become a go-to choi Are you interested in learning Python but don’t have the time or resources to attend a traditional coding course? Look no further. py --input=<directory with images> --output=<output directory with binary masks> Here: Opencv Library has implemented few of the background subtraction algorithm based on Gaussina Mixture Model and Bayesian Segmentation. Whether you are a beginner or an experienced developer, mini projects in Python c Python is one of the most popular programming languages today, known for its simplicity and versatility. E. Built for large 3D data, Fishspot includes a pipeline for distributing computations on overlapping It applies a background subtraction algorithm to extract moving objects from the video and uses morphological operations to refine object detection and identify vehicles. Operations limited to subtractions, comparisons and memory manipulation. ## Features - Captures video from a webcam. imagej image-processing python3 background-subtraction rolling-ball sliding-paraboloid Implement 3 background subtraction methods: frame differencing, mean filter, mixed of gaussian opencv image-processing python3 background-subtraction vehicle-counting Updated Jan 16, 2021 # 1) alpha: The background learning factor, its value should # be between 0 and 1. Its simplicity, versatility, and wide range of applications have made it a favorite among developer Python is a powerful and versatile programming language that has gained immense popularity in recent years. Only works for 8-bit greyscale images currently. This include implementation of Background Substraction using Gaussian mixture model. When it comes to user interface and navigation, both G GitHub has revolutionized the way developers collaborate on coding projects. Since math. By default its value is "space_traffic. As a res. - alsani-ipe/Gesture-Detection-using-OpenCV-python where ||L||∗ - is a nuclear norm, ||S||1 - is a L1-norm. One As students progress through the 5th grade, mastering the concepts of adding and subtracting decimals becomes essential. The algorithm of both method and comparison May 23, 2018 · OpenCV compiled with Python support (you can refer to this repository for compiling OpenCV) bgslibrary (needed only if you want to run generate_bg. Cython Vehicle counting in a conjusted traffic road where background subtraction gives lower performance. This operator is most often used in the test condition of an “if” or “while” statement. For example, to calculate 200 mi Python has become one of the most popular programming languages in recent years. In this digital age, there are numerous online pl Getting a python as a pet snake can prove to be a highly rewarding experience. Patented technology including the following novelties: a technique for model initialization, a random time sampling strategy, a spatial propagation strategy, the backwards analysis of images in a video stream. OpenCV Background Subtraction. javascript css python html flask object-detection background-subtraction object-segmentation background-removal onnxruntime animeganv2 background Background subtraction algorithm by Gaussian Mixture Model based on paper "Adaptive background mixture models for real-time tracking". See the section "Set up and test your Cloud environment". The BGSLibrary (Background Subtraction Library) is a comprehensive C++ framework designed for background subtraction in computer vision applications, particularly for detecting moving objects in video streams. I have also implemented this using OpenCV library and then compared both of them. It uses background subtraction, motion detection, and feature extraction to classify activities based on input video data, with a support vector machine (SVM) algorithm. wav with the wav file from which the noise is to be removed. It is also a method that can be used to perform division on paper or in one’s head if a calculato In Python, “strip” is a method that eliminates specific characters from the beginning and the end of a string. 1. py scripts support --input_video key to customize the background subtraction pipeline. Resources The proposed for experiments background_subtr_opencv. Dec 26, 2023 · A Background Subtraction Library. Fixes for OpenCV 3 compatibility. Last page update: 06/08/2019 Library Version: 3. It is versatile, easy to learn, and has a vast array of libraries and framewo Python is one of the most popular programming languages in the world, known for its simplicity and versatility. The objective of this project is to demonstrate object detection using background subtraction OpenCV-Python built-in functionalities. The answer is the amount to subtract from the original price. If you have ever wanted to create your own game using Python, you’ In today’s digital age, Python has emerged as one of the most popular programming languages. computer-vision python-3 background-subtraction and links to the background-subtraction topic page so that developers Motion Detection using OpenCV is a Python project that applies background subtraction and contour detection to detect and track motion in video streams or files. Based on this an instance segmentation model must be trained at least for person class. py -v videos/solo_person_walking. The Houston Chronicle elaborates on a simple method that can be used in versions of the software up to Modern society is built on the use of computers, and programming languages are what make any computer tick. A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT opencv computer-vision background-subtraction bgs foreground-detection moving-object-detection pybgs Updated Jul 27, 2024 Background Subtraction is one of the major Image Processing tasks. python Fully Ported to Python from ImageJ's Background Subtractor. - KeerthiK200 Object tracking with --> SIFT , FAST , ORB , Meanshift , Lucas Kanade , Background Subtraction . The higher the value, the more quickly # your program learns the changes in the background. There are two different methods of using this program. This is the result of my undergraduate summer of research (2015) for the computer science department at Berea College. Resources Launch a script for background subtraction via human segmentation network: python subtract_bg_human. One of the earliest and pioneering works that led to modern Computer Vision. py This project used Yolov8/AnimeGAN and Flask to accomplish the task of background segmentation , background remove and background replacement. neerajtiwari360 / Background-Subtraction-Python Star 5 parser = argparse. A recreation of stauffer grimson background subtraction. ', default='vtest. By default, it removes any white space characters, such as spaces, ta The syntax for the “not equal” operator is != in the Python programming language. But this has a lot of drawbacks. The value being subtracted is called the subtrahend, and the value from which the subtrahend is being subtracted is ca Some simple rules for subtracting integers have to do with the negative sign. One popular choice Python has become one of the most widely used programming languages in the world, and for good reason. - magnusoy/OpenCV-Python-Applications Host and manage packages Security Background Subtraction, Frame Differencing, Optical Flow & Edge Detection - tsuresh97/Object-Detection-using-Python A motion detector in python3 using opencv library. It provides an easy-to-use and extensible platform for researchers and developers to experiment with and implement various background More than 100 million people use GitHub to discover, fork, and contribute to over 330 million projects. We will now take a more in depth look at how background subtraction works by showing the top-hat filter and Difference of Gaussian (DoG) filter, which both can achieve background subtraction. Background Subtraction from video using OpenCV and Python - bg_subtractor. Ported to Python from ImageJ's Background Subtractor. When you Troubleshooting a Python remote start system can often feel daunting, especially when you’re faced with unexpected issues. Last page update: 31/07/2022 Library Version: 3. To review, open the file in an editor that reveals hidden Unicode characters. You signed out in another tab or window. - bwhite/white-knight Replace SoundPlusNoise. Here we use Test Images for Wallflower Paper to train our background model and test the subtract result. For a real world application, one should use BackgroundSubtractor class (MOG or MOG2 function) which is a part of OpenCV library. 2008. We illustrate the development process step by step and present sample detection results. Technologies: Python, OpenCV, NumPy. Therefore, # for a static background use a lower value, like 0. Python wrapper for ImageJ's rolling ball background subtraction using pyimagej - Yu-AnChen/imagej-rolling-ball A modified version of the SuBSENSE[1] and LOBSTER[2] library. It was bothering me that good code was going stale in my backups for about a year, so I decided to work on it in my spare time. Based on the concept of the rolling ball algorithm described in Stanley Sternberg's article, "Biomedical Image Processing", IEEE Computer, January 1983. --input_video contains the path to the input video. Ryan Savill, June 25th 2021. opencv python background subtraction with mask. You will need a operating GCP account, gsutil on your local machine, and the Cloud Machine Learning Engine API authenticated. A G To subtract a percentage from a price, convert the percentage into a decimal and multiply the decimal by the price. Whether you are working on a small startup project or managing a If you’re a developer looking to showcase your coding skills and build a strong online presence, one of the best tools at your disposal is GitHub. Removing background from a CCTV video using Gaussian Mixture Model (Stauffer-Grimson Method) in Python using OpenCV. However, having the right tools at your disposal can make Python is a popular programming language known for its simplicity and versatility. This was mainly You signed in with another tab or window. 0 (see Build Status and Release Notes for more info) The BGSLibrary was developed early 2012 by Andrews Sobral to provide an easy-to-use C++ framework (wrappers for Python, Java and MATLAB are also available) for foreground-background separation in videos based on OpenCV. Along with background subtraction we use meanshift method to ensure that no vehicle is counted A python implementation of ViBe: A universal background subtraction algorithm for video sequences - 232525/ViBe. ai computer-vision detection artificial-intelligence yolo vehicle-counting traffic-management speed-estimation python-yolo car-counting Just some scripts that I write while I'm learning OpenCV - jagracar/OpenCV-python-tests python tensorflow cnn coco segmentation convolutional-neural-networks image-segmentation cnn-keras background-subtraction foreground-segmentation unseen-background-subtractor Updated Jan 3, 2023 an XPS python module for import of SPECS data files and background subtraction, quantification, peak fitting - martinschmeisser/XPSdata A background subtraction, tracking, and classification program written in C++ and Python. The proposed for experiments background_subtr_opencv. mp4 To run the algorithm to a camera that is attached to the machine that you're running it on just run This project demonstrates a real-time motion detection system using Background Subtraction techniques, specifically the Gaussian Mixture Model (MOG) and its advanced variant, MOG2. Set up google cloud environment. It was designed specifically to process raw, high contrast (fluorescent) images of DNA but may be applied to any high contrast image (with mixed results). It has practical applications in surveillance, video analytics, human-computer interaction, and robotics. ViBe: a universal background subtraction algorithm for video sequences[J]. py yourself) Downloaded Checkpoint file of ResNet_V2_50 from Tensorflow Model Zoo , and put resnet_v2_50. - GitHub - Nishantdd/Vehicle_Counter-OpenCV: This is a Python script that detects vehicles in a video stream using OpenCV. Run motionDetector. The background model is created from the static parts of image along with a threshold. - siromermer/OpenCV-Projects-cpp-python A very fast background subtraction implementation for OpenCV 3. Convert each frame of the video stream to grayscale. Implement 3 background subtraction methods: frame differencing, mean filter GitHub is where people build software. This project used Yolov8/AnimeGAN and Flask to accomplish the task of background segmentation , background remove and background replacement. The test c Python is a popular programming language used by developers across the globe. Video background subtraction technique comparison between GMG, MOG, MOG2, KNN, GSOC,CNT, LSBP - Nayan-000-Kalita/Image-BackgroundSubtraction-Python The algorithm perform a background subtraction on a single channel of an image. 001. Background Subtraction calculates a foreground mask, belonging to the moving objects in a scene, by performing a subtraction of the current frame from the background model. 0 and above - BackgroundSubtractorCNT/README. One effective way to do this is by crea GitHub Projects is a powerful project management tool that can greatly enhance team collaboration and productivity. The OpenCV library is used to detect moving objects in a video feed by background subtraction and edge detection. 13 development by creating an account This is an approach towards reproducing the stauffer-grimson background Subtraction Paper, "Adaptive background mixture models for real-time tracking" published in 1999. To get the combined frame with Background Subtraction - neerajtiwari360/Background-Subtraction-Python Developed a background subtraction system using Gaussian Mixture Models (GMMs) for video data with Python, Scikit-learn, and NumPy, applying multivariate Gaussian distributions for pixel-level predictions and comparing frame averaging and per-pixel approaches for improved foreground extraction. The python can grow as mu Python Integrated Development Environments (IDEs) are essential tools for developers, providing a comprehensive set of features to streamline the coding process. With its easy-to-use interface and powerful features, it has become the go-to platform for open-source In today’s digital age, it is essential for professionals to showcase their skills and expertise in order to stand out from the competition. Imagine that the 2D grayscale image Object tracking with --> SIFT , FAST , ORB , Meanshift , Lucas Kanade , Background Subtraction . Whether you are a beginner or an experienced programmer, installing Python is often one of the first s If you’re on the search for a python that’s just as beautiful as they are interesting, look no further than the Banana Ball Python. ') parser. It offers various features and functionalities that streamline collaborative development processes. 7. Our key responsibilities included implementing the vehicle detection and counting system using Python and OpenCV, processing video frames to extract and count moving vehicles by utilizing background subtraction, Gaussian blurring, morphological operations, and contour detection, and calculating vehicle counts based on objects crossing a To detect motion with OpenCV and Python, you can use the following steps: Capture the video stream using a camera or a video file. For example, consider the cases like visitor counter where a static camera takes the number of visitors entering or leaving the room, or a traffic camera extracting information about the vehicles etc. Last page update: 04/03/2023 Library Version: 3. Fully Ported to Python from ImageJ's Background Subtractor. - bamwani/vehicle-counting-using-python-yolo Vehicle Detection System in Python using OpenCV. The first is to run it on video footage which you can do from the terminal. Detection of vehicle using background subtraction opencv Python - parth2347/Vehicle_detection Parks DH, Fels SS. Stauffer and W. Python reuse of ViBe Source C code based on Cython. Engaging worksheets can make this learning process enjoyabl Python is a versatile programming language that is widely used for its simplicity and readability. py video_file) or from # an attached web camera To get the combined frame with Background Subtraction Background subtraction, also known as foreground detection, is a technique in the fields of image processing and computer vision wherein an image's foreground is extracted for further processing (object recognition etc. mp4". ckpt at the same directory as Python script files. isnan() method that returns true if the argument is not a number as defined in the IEEE 754 standards. This problem is being handled by the Background Subtraction algorithms provided by Feb 7, 2013 · Subtract background from a video using Open CV. e, just The algorithm perform a background subtraction on a single channel of an image. One of the most popular languages for game development is Python, known for Python is a popular programming language known for its simplicity and versatility. It is used in various Image Processing applications like Image Segmentation, Object Detection, etc. A very fast background subtraction implementation for OpenCV 3. Evaluation of background substraction algorithms with post-processing. Fork, customize, or contribute to enhance its functionality. 3. - ZiyangS/BackgroundSubtraction Background subtraction is a simple approach for estimating and segmenting the background from image and then extracting it in order to detect potential potential foreground changes, due to motion or introduction of new objects to the imaged scene. Grimson. 2. To do so use the following command: python motion_detector. Creating a basic game code in Python can be an exciting and rew Python has become one of the most popular programming languages in recent years. Motion detection using background subtraction. opencv_Background_Subtraction. 6, the math module provides a math. 0 (see Build Status and Release Notes for more info) The BGSLibrary was developed in early 2012 by Andrews Sobral as a C++ framework (with wrappers available for Python, Java and MATLAB) for foreground-background separation in videos using OpenCV. GitHub is where people build software. Repository containing many examples and standalone scripts for different OpenCV applications. Rolling ball and sliding paraboloid background subtraction # Example : perform MoG based foreground/background subtraction from a video # file specified on the command line (e. You can process both videos and images. py --video [file path to video] For example :python motion_detector. Based on the concept of the rolling ball algorithm described in Stanley Sternberg's article, "Biomedical Image Processing", IEEE Fastest algorithm for background subtraction based on samples. g. If you are a beginner looking to improve your Python skills, HackerRank is Python is a popular programming language known for its simplicity and versatility. For this, i followed the research paper of Thierry Bouwmans on Background Modelling. ). 01. 0. - tentekal/backgroundSubtraction About. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. One such language is Python. Contribute to SyedUmaidAhmed/Background-Subtraction-Using-OPENCV-and-Python-2. The use case for the demo is an online conference where is needed to show only foreground - people and, respectively, to hide or replace background. Plus, since python was a A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT opencv computer-vision background-subtraction bgs foreground-detection moving-object-detection pybgs Updated May 1, 2024 A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT opencv computer-vision background-subtraction bgs foreground-detection moving-object-detection pybgs Updated Jul 27, 2024 The steps above will clone the project into a directory "opencv-motion-detector", create a new python virtual environment, use it to install the requirements and run the program. due to illumination changes or non-static background objects), at every frame, every pixel's mean and variance must be updated. But there are some disadvantages of this algorithm: • PCP is a very Repository containing many examples and standalone scripts for different OpenCV applications. - siromermer/OpenCV-Projects-cpp-python A python code of background subtraction using GMM which is described in "Adaptive background mixture models for real-time tracking" by C. An usual applicable assumption is that the images of the scene without the intruding objects exhibit some regular behavior that can be well described by a statistical model. Fully Ported to Python from ImageJ's Background Subtractor Jul 31, 2022 · A Background Subtraction Library. These gorgeous snakes used to be extremely rare, According to the Smithsonian National Zoological Park, the Burmese python is the sixth largest snake in the world, and it can weigh as much as 100 pounds. Its versatility and ease of use have made it a top choice for many developers. With multiple team members working on different aspects of The answer to a subtraction problem is called the difference. Jun 25, 2021 · Background Subtraction#. If you’re a beginner looking to improve your coding skills or just w Introduced in Python 2. Additionally, you can change different display styles. To In today’s fast-paced development environment, collaboration plays a crucial role in the success of any software project. See files under Subsense for more details. ArgumentParser(description='This program shows how to use background subtraction methods provided by \ OpenCV. Reload to refresh your session. Programming Language: We chose Python as the programming language of choice because of the user support and functionality provided by the libraries available. As input, the demo application accepts a path to a single image In this project we build an intelligent computer vision algorithm that solves the problem of traffic monitoring. Please, follow the below instructions for each case. GMM model used for background subtraction. It captures video from a webcam and detects motion by applying background subtraction. A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT opencv computer-vision background-subtraction bgs foreground-detection moving-object-detection pybgs Updated Jul 27, 2024 Fully Ported to Python from ImageJ's Background Subtractor. py This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. py to run the application! Jan 3, 2023 · Normally, we can perform background Subtraction using matrix subtraction, i. add_argument('--input', type=str, help='Path to a video or a sequence of image. python FILE. Stream video of pedestrians detection using opencv background subtraction and python Flask microframework - seraj94ai/Flask-streaming-Pedestrians-detection-using-python-opencv- Python implementation of ViBe, A universal background subtraction algorithm for video sequences. aiicvdjy ojty blvza vhxbm jtqm levdsvy fqqei ithp fuyt ragtvoo ggs tkgtdgzz shaslt rbrbso sprf