{"id":22559,"date":"2023-09-23T17:27:58","date_gmt":"2023-09-23T15:27:58","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/how-to-create-an-image-dataset-for-indian-railways-signals\/"},"modified":"2023-09-23T17:27:58","modified_gmt":"2023-09-23T15:27:58","slug":"how-to-create-an-image-dataset-for-indian-railways-signals","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/how-to-create-an-image-dataset-for-indian-railways-signals\/","title":{"rendered":"How To Create An Image Dataset For Indian Railways Signals?"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hi everyone, I am working on a project that involves machine learning and computer vision. I want to train a model that can recognize and classify different types of signals used by the Indian railways. For this, I need a large and diverse image dataset of railway signals from various locations, angles, lighting conditions, etc.<br \/> I have searched online for existing datasets, but I could not find any that suit my needs. So I wish to create my own dataset from scratch. However, I am not sure how to go about it. What are the best practices and tools for creating an image dataset? How do I collect, label, and organize the images? How do I ensure the quality and consistency of the data?<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Responsible-Diver226\"> \/u\/Responsible-Diver226 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/16q63lx\/how_to_create_an_image_dataset_for_indian\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/16q63lx\/how_to_create_an_image_dataset_for_indian\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-22559 jlk' href='javascript:void(0)' data-task='like' data-post_id='22559' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-22559 lc'>0<\/span><\/a><\/div><\/div> <div class='status-22559 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hi everyone, I am working on a project that involves machine learning and computer vision. I want&#8230;<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-22559","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/22559","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=22559"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/22559\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=22559"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=22559"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=22559"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}