Fabric texture analysis using computer vision(OpenCV) in python | Opencv projects | Maviintelligenc

Fabric Texture Analysis using OpenCV in Python. In this video, we are going to teach you how to make a fabric texture analysis system using opencv with python and computer vision. For steps and code instruction follow the given link: http://maviintelligence.com/fabric-texture-analysis-using-computer-vision(opencv)-in-python/ Want to learn more? Then visit our website: http://maviintelligence.com/ Computer vision (Opencv), machine learning, deep learning, and many more modern technologies have risen as one of the most relevant aspects of the fabric manufacturing industries with the help of Python programming. We are going to use the library Opencv with computer vision for creating a system that checks the texture defects. We also were going to use Opencv for image recognition operations to extract data from texture images. Many fabric texture defects are very tiny, which can only be detected by the image recognition method. Fabric texture, defect detection performs a significant role in the inspection of fabric goods. The system which we are going to create using OpenCV is fundamentally checking faults in textures of fabric materials; if the testing fabric texture does not match with original fabric texture then the faulty products get separated from the ones which passed the test. Texture analysis plays a vital role in the visual inspection of surfaces. Time Intervals: [00:33] Imported necessary modules like Opencv (cv2), Numpy, Matplotlib, Mavii, Skimage for local binary pattern function. [02:27] Capture the original fabric material texture data and save in a variable with the help of a local_binary_pattern feature extractor. [10:16] Visualised the original fabric output images using Matplotlib plotting or sub plotting functions. [10:22] Capture the test fabric material texture data and save in a variable with the help of a local_binary_pattern feature extractor. [16:50] Visualised the test fabric output images using Matplotlib functions. [17:07] Analyse both the fabric texture data with the help Maviintelligence texture analyzer tool in terms of the histogram with Numpy. Follow us on other social media for more updates: Instagram: https://www.instagram.com/maviintelligence/ Facebook: https://www.facebook.com/Maviintelligence-114225253609892/ Email: maviintelligence@gmail.com We deliver our best content to you. Our channel helps you to create industry-based projects and software that teach you from scratch how to make software. We also provide the dataset, check the link below : http://maviintelligence.com/category/dataset/ I hope you have enjoyed this session on Fabric texture analysis using OpenCV along with the computer vision technique. Got a question on the topic? Comment your query in the comment section below. Please follow us to keep us motivated. Like, share, and subscribe to our channel and for more amazing content stay tuned with Maviintelligence. "Make your future's frame"-team mavii

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