https://utsavdarlami.github.io/blogs/tags/image/Recent content in Image on felladogHugo -- gohugo.ioenMon, 08 Nov 2021 12:16:25 +0545https://utsavdarlami.github.io/blogs/notes/20210224161655-image_segmentation/Wed, 24 Feb 2021 16:16:00 +0545https://utsavdarlami.github.io/blogs/notes/20210224161655-image_segmentation/references: https://www.youtube.com/watch?v=AZr64OxshLo https://www.youtube.com/watch?v=0FmNxqLFeYo questions : Types of image segmentation Semantic segmentation Instance segmentation Apporaches for segmentation Using Classical Approach Histogram Based Segmentation thresholding Random Walker Segmentation Watershed Segmentation Graph based segmentation </home/felladog/Downloads/CV_Nptel/W2/DL4CV_Week02_Part05.pdf> https://youtu.be/0HbRnFTOOms?t=680 Using Unsupervised Approach Gaussian Mixture Model Kmeans Clustering Using Deep Learning UNET Image Segmentation Loss/Evaluation Method Problem with other common metrics We need metrics that target pixels in foreground Intersection over union (Jaccard index) sklearn jaccard module