{"id":16232,"date":"2022-05-31T06:18:34","date_gmt":"2022-05-31T06:18:34","guid":{"rendered":"https:\/\/blog.datumo.com\/en\/?p=16232"},"modified":"2024-10-22T08:45:12","modified_gmt":"2024-10-22T08:45:12","slug":"list-of-free-datasets-for-your-image-training-models","status":"publish","type":"post","link":"https:\/\/blog.datumo.com\/en\/tech\/16232","title":{"rendered":"List of free datasets for your image training models"},"content":{"rendered":"[vc_row pix_particles_check=&#8221;&#8221;][vc_column]<div id=\"el1646799961152-e3ee06c0-4e82\" class=\"w-100 d-block \"><\/div><div class=\"pix-content-box card      vc_custom_1654577545529 custom-responsive-91659737   rounded-lg bg- w-100  \"   ><div class=\"\" style=\"z-index:30;position:relative;\">[vc_column_text]\r\n<p style=\"text-align: left;\"><span style=\"font-size: 14pt;\"><strong>\ud83d\udd11<\/strong> <strong>In 6 minutes you will learn:<\/strong><\/span><\/p>\r\n&nbsp;\r\n<ul>\r\n \t<li>The 2 types of datasets and examples<\/li>\r\n \t<li>How you could make your own image dataset<\/li>\r\n<\/ul>\r\n[\/vc_column_text]<\/div><\/div>[\/vc_column][\/vc_row][vc_row pix_particles_check=&#8221;&#8221;][vc_column]<div id=\"el1650294698986-a1b962b5-ef42\" class=\"w-100 d-block \"><\/div>[vc_column_text css=&#8221;.vc_custom_1653977992670{padding-top: 40px !important;padding-right: 20px !important;padding-bottom: 40px !important;padding-left: 20px !important;}&#8221;]You would most likely require an image dataset for one of the two purposes: a commercial project, or a project that you\u2019re doing out of interest to enhance your machine learning skills. So let&#8217;s get to it![\/vc_column_text][\/vc_column][\/vc_row][vc_section full_width=&#8221;stretch_row&#8221; pix_over_visibility=&#8221;&#8221; css=&#8221;.vc_custom_1650444445523{padding-top: 80px !important;padding-bottom: 80px !important;background-color: #f8f9fa !important;}&#8221; el_id=&#8221;pix_section_program&#8221;][vc_row full_width=&#8221;stretch_row&#8221; pix_particles_check=&#8221;&#8221;][vc_column content_align=&#8221;text-center&#8221; offset=&#8221;vc_col-lg-offset-0 vc_col-lg-12 vc_col-md-offset-1 vc_col-md-10&#8243;][vc_raw_html]JTNDbWV0YSUyMGh0dHAtZXF1aXYlM0QlMjJyZWZyZXNoJTIyJTIwY29udGVudCUzRCUyMjAlM0IlMjB1cmwlM0RodHRwcyUzQSUyRiUyRmRhdHVtby5jb20lMkZlbiUyRmxpc3Qtb2YtZnJlZS1kYXRhc2V0cy1mb3IteW91ci1pbWFnZS10cmFpbmluZy1tb2RlbHMlMkYlMjIlM0U=[\/vc_raw_html]<div id=\"el1650442503491-f5da6b2f-fa35\" class=\"mb-3 text-left \"><h2 class=\"mb-32 pix-sliding-headline font-weight-bold secondary-font\" data-class=\"secondary-font text-heading-default\" data-style=\"\">Dataset Types<\/h2><\/div>[vc_column_text css=&#8221;.vc_custom_1653978101152{padding-top: 40px !important;padding-bottom: 40px !important;}&#8221;]\r\n<p style=\"text-align: left;\">Before we go any further, you should know that there are two types of datasets available on the Internet:<\/p>\r\n&nbsp;\r\n<h4 id=\"7abb\" class=\"akt zk yn bn zl jt aku ju hm jx akv jy hq aba akw afd hu abe akx aff hy abi aky afh ic akz iz\" style=\"text-align: left;\"><strong>1. Public Datasets<\/strong><\/h4>\r\n&nbsp;\r\n<p id=\"2293\" class=\"pw-post-body-paragraph zs zt yn bn b zu zv hk zw zx zy ho zz aba abb abc abd abe abf abg abh abi abj abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">These datasets are scraped and annotated by groups of people who were working on making an application that required a dataset of that kind (usually research groups). Once they\u2019re done with their application, they make the dataset public and free to use for two purposes:<\/p>\r\n\r\n<ol class=\"\" style=\"text-align: left;\">\r\n \t<li id=\"235e\" class=\"ala alb yn bn b zu acc zx acd aba alc abe ald abi ale abm alf alg alh ali iz\" data-selectable-paragraph=\"\">To enable people reading their papers to recreate the results they have published,<\/li>\r\n \t<li id=\"0ae5\" class=\"ala alb yn bn b zu alj zx alk aba all abe alm abi aln abm alf alg alh ali iz\" data-selectable-paragraph=\"\">To allow people to reuse the dataset they collected for different use in their own applications<\/li>\r\n<\/ol>\r\n&nbsp;\r\n<h4 id=\"69e8\" class=\"akt zk yn bn zl jt aku ju hm jx akv jy hq aba akw afd hu abe akx aff hy abi aky afh ic akz iz\" style=\"text-align: left;\"><strong>2. Commercial Datasets<\/strong><\/h4>\r\n&nbsp;\r\n<p id=\"0340\" class=\"pw-post-body-paragraph zs zt yn bn b zu zv hk zw zx zy ho zz aba abb abc abd abe abf abg abh abi abj abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">These datasets have been gathered by companies or groups for the purpose of making a profit. You can use these datasets, but you have to pay a fee to access them. In this post, we are only going to cover the public ones that you can use for free!<\/p>\r\n[\/vc_column_text][\/vc_column][\/vc_row][\/vc_section][vc_row pix_particles_check=&#8221;&#8221;][vc_column]<div id=\"el1650442607008-a85a832d-43f0\" class=\"w-100 d-block \"><\/div><div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h2 class=\"text-heading-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Search for Public Image Datasets<\/h2><\/div><\/div><\/div>[vc_column_text css=&#8221;.vc_custom_1653978175621{padding-top: 40px !important;}&#8221;]\r\n<p id=\"0e32\" class=\"pw-post-body-paragraph zs zt yn bn b zu zv hk zw zx zy ho zz aba abb abc abd abe abf abg abh abi abj abk abl abm jn iz\" data-selectable-paragraph=\"\">At present, there are millions of public datasets available. If you wish to build a computer vision application, you should consider searching for a public dataset before attempting to create your own, because it can take a lot of time and effort to get a large and good quality dataset.<\/p>\r\n\r\n<ol class=\"\">\r\n \t<li id=\"6370\" class=\"ala alb yn bn b zu acc zx acd aba alc abe ald abi ale abm alf alg alh ali iz\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"https:\/\/datasetsearch.research.google.com\/\" target=\"_blank\" rel=\"noopener ugc nofollow\">Google Dataset Search<\/a><\/li>\r\n<\/ol>\r\n<img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-16236\" src=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/0_JO8egmFH2Oc860x2.png\" alt=\"\" width=\"760\" height=\"400\" srcset=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/0_JO8egmFH2Oc860x2.png 760w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/0_JO8egmFH2Oc860x2-300x158.png 300w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/>\r\n\r\n&nbsp;\r\n<p id=\"0640\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" data-selectable-paragraph=\"\">This tool has gained a lot of popularity since its launch. It gives you access to 25 million datasets! YES, you heard it right. 25 million! However, not all of these are public (most are) and neither are all of them Image Datasets. It allows you to apply different filters like searching based on \u2018Upload Date\u2019, \u2018Download Format\u2019, \u2018Usage Rights\u2019, and \u2018Free\/ Paid\u2019. This can be really helpful in fishing out the right dataset from a sea of datasets.<\/p>\r\n[\/vc_column_text]<div id=\"el1650442651668-7359ff25-270a\" class=\"w-100 d-block \"><\/div><div id=\"el1650294913061-211813f5-5f2d\" class=\"w-100 d-block \"><\/div>[\/vc_column][\/vc_row][vc_section full_width=&#8221;stretch_row&#8221; pix_over_visibility=&#8221;&#8221; css=&#8221;.vc_custom_1650444445523{padding-top: 80px !important;padding-bottom: 80px !important;background-color: #f8f9fa !important;}&#8221;][vc_row full_width=&#8221;stretch_row&#8221; pix_particles_check=&#8221;&#8221;][vc_column content_align=&#8221;text-center&#8221; offset=&#8221;vc_col-lg-offset-0 vc_col-lg-12 vc_col-md-offset-1 vc_col-md-10&#8243;]<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h2 class=\"text-heading-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Popular Public Image Datasets<\/h2><\/div><\/div><\/div>[vc_column_text css=&#8221;.vc_custom_1653978514968{padding-top: 40px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;}&#8221;]\r\n<h6 style=\"text-align: left;\"><strong><a class=\"au mn\" href=\"http:\/\/www.image-net.org\/\" target=\"_blank\" rel=\"noopener ugc nofollow\">Image Net<\/a><\/strong><\/h6>\r\n&nbsp;\r\n<p id=\"fbc3\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><strong class=\"bn ml\">Used For:<\/strong>\u00a0Classification and Detection<\/p>\r\n<p id=\"11d6\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">Image Net is one of the most popular image datasets out there with 14 million image data instances that are organized in a hierarchy. To explain that further, Image Net has images from around 22,000 different categories; however, those categories can be further grouped together to form 27 higher-level categories.<\/p>\r\n<p id=\"6fa8\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"http:\/\/image-net.org\/download\" target=\"_blank\" rel=\"noopener ugc nofollow\">Download Dataset<\/a><\/p>\r\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1655787701778{border-top-width: 1px !important;padding-top: 80px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]\r\n<h6 style=\"text-align: left;\"><strong><a class=\"au mn\" style=\"font-size: 16px;\" href=\"https:\/\/storage.googleapis.com\/openimages\/web\/visualizer\/index.html\" target=\"_blank\" rel=\"noopener ugc nofollow\">Google\u2019s Open Image Dataset<\/a><\/strong><\/h6>\r\n&nbsp;\r\n<p id=\"b192\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><strong class=\"bn ml\">Used For:<\/strong>\u00a0Classification and Detection<\/p>\r\n<img decoding=\"async\" class=\"aligncenter wp-image-16275 size-full\" src=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo1.png\" alt=\"\" width=\"1034\" height=\"722\" srcset=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo1.png 1034w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo1-300x209.png 300w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo1-1024x715.png 1024w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo1-768x536.png 768w\" sizes=\"(max-width: 1034px) 100vw, 1034px\" \/><img decoding=\"async\" class=\"aligncenter size-full wp-image-16276\" src=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo2.png\" alt=\"\" width=\"1005\" height=\"726\" srcset=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo2.png 1005w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo2-300x217.png 300w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/datumo2-768x555.png 768w\" sizes=\"(max-width: 1005px) 100vw, 1005px\" \/>\r\n<p id=\"6d1a\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">This dataset contains 9 million annotated images consisting of 600 different classes, and it is very likely that it would contain sufficient instances\/ images of the object class that you\u2019re looking for.<\/p>\r\n<p id=\"8fee\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"https:\/\/storage.googleapis.com\/openimages\/web\/download.html\" target=\"_blank\" rel=\"noopener ugc nofollow\">Download Dataset<\/a><\/p>\r\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1653978736602{border-top-width: 1px !important;padding-top: 80px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]\r\n<h6 style=\"text-align: left;\"><strong><a class=\"au mn\" href=\"http:\/\/vis-www.cs.umass.edu\/lfw\/\" target=\"_blank\" rel=\"noopener ugc nofollow\">Labeled Faces in the Wild Dataset<\/a><\/strong><\/h6>\r\n&nbsp;\r\n<p style=\"text-align: left;\">Used For:\u00a0Recognition<\/p>\r\n<p id=\"4406\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">If you\u2019re planning to build a face detection and\/ or recognition application, this is the dataset for you. It contains 13,000 instances of human faces that you can use to train your model. You can use the download link below to get the dataset in the format of your preference.<\/p>\r\n<p id=\"77e0\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"http:\/\/vis-www.cs.umass.edu\/lfw\/#download\" target=\"_blank\" rel=\"noopener ugc nofollow\">Download Dataset<\/a><\/p>\r\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1653978774502{border-top-width: 1px !important;padding-top: 80px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]\r\n<h6 style=\"text-align: left;\"><strong><a class=\"au mn\" href=\"https:\/\/www.cs.toronto.edu\/~kriz\/cifar.html\" target=\"_blank\" rel=\"noopener ugc nofollow\">CIFAR-10 and CIFAR-100<\/a><\/strong><\/h6>\r\n<p id=\"d476\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><strong class=\"bn ml\">Used For:<\/strong>\u00a0Classification<\/p>\r\n<p id=\"5d05\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">These two are by far the most popular image datasets out there. The 10 and 100 in their respective names represent the number of object classes that they contain. CIFAR-10 contains 60,000 images of 10 different classes of objects including airplanes, ships, horses, dogs, etc. CIFAR-100 also has the same number of images but of 100 different object classes.<\/p>\r\n<p id=\"919d\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"https:\/\/www.cs.toronto.edu\/~kriz\/cifar.html\" target=\"_blank\" rel=\"noopener ugc nofollow\">Download Dataset<\/a><\/p>\r\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1653978840114{border-top-width: 1px !important;padding-top: 80px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]\r\n<h6 style=\"text-align: left;\"><strong><a class=\"au mn\" style=\"font-size: 16px;\" href=\"https:\/\/www.quantitative-plant.org\/dataset\" target=\"_blank\" rel=\"noopener ugc nofollow\">Plant\u2019s Datasets<\/a><\/strong><\/h6>\r\n<p id=\"7a67\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><strong class=\"bn ml\">Used For:<\/strong>\u00a0Classification<\/p>\r\n<p id=\"c776\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">Here\u2019s another great resource if you\u2019re looking for Image Datasets related to plants. Go to the site and search for the plant type that you\u2019re interested in and proceed to download.<\/p>\r\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1655958636941{border-top-width: 1px !important;padding-top: 80px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]\r\n<h6 style=\"text-align: left;\"><strong><a class=\"au mn\" href=\"http:\/\/cocodataset.org\/#home%22\" target=\"_blank\" rel=\"noopener ugc nofollow\">MS COCO<\/a><\/strong><\/h6>\r\n<p id=\"7312\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><strong class=\"bn ml\">Used For:<\/strong>\u00a0Object detection and segmentation<\/p>\r\n<p class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-16280 size-large\" src=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/Frame-2741-936x1024.png\" alt=\"\" width=\"640\" height=\"700\" srcset=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/Frame-2741-936x1024.png 936w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/Frame-2741-274x300.png 274w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/Frame-2741-768x840.png 768w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/Frame-2741.png 1001w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\r\n<p class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">MS COCO also happens to be one of the most extensive Image Datasets at this time. It has 80 different object categories, has more than 200k labeled images, and is sponsored by Facebook and Microsoft. Plenty of research papers have used this dataset to test their machine learning algorithms and show their power using this dataset as the standard.<\/p>\r\n<p id=\"77a2\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"http:\/\/cocodataset.org\/#download\" target=\"_blank\" rel=\"noopener ugc nofollow\">Download Dataset<\/a><\/p>\r\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1653978897757{border-top-width: 1px !important;padding-top: 80px !important;padding-right: 20px !important;padding-bottom: px !important;padding-left: 20px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]\r\n<p id=\"cd14\" class=\"pw-post-body-paragraph zs zt yn bn b zu acc hk zw zx acd ho zz aba ace abc abd abe acf abg abh abi acg abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">There are thousands of other image datasets available as well, and to explore further options, you can also check out these two articles which list some very useful Image Datasets:<\/p>\r\n\r\n<ol class=\"\">\r\n \t<li id=\"2480\" class=\"ala alb yn bn b zu acc zx acd aba alc abe ald abi ale abm alf alg alh ali iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"https:\/\/lionbridge.ai\/datasets\/20-best-image-datasets-for-computer-vision\/\" target=\"_blank\" rel=\"noopener ugc nofollow\">20 Best Image Datasets for Computer Vision<\/a><\/li>\r\n \t<li id=\"5a0d\" class=\"ala alb yn bn b zu alj zx alk aba all abe alm abi aln abm alf alg alh ali iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"https:\/\/blog.cambridgespark.com\/50-free-machine-learning-datasets-image-datasets-241852b03b49\" target=\"_blank\" rel=\"noopener ugc nofollow\">20 50 Free Machine Learning Datasets \u2014 Image Datasets<\/a><\/li>\r\n<\/ol>\r\n[\/vc_column_text][\/vc_column][\/vc_row][\/vc_section][vc_row pix_particles_check=&#8221;&#8221;][vc_column]<div id=\"el1650362147064-486b7dc2-a9b3\" class=\"w-100 d-block \"><\/div><div id=\"el1650450433074-0be5e40e-928e\" class=\"w-100 d-block \"><\/div><div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h2 class=\"text-heading-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Tensorflow Datasets<\/h2><\/div><\/div><\/div>[vc_column_text css=&#8221;.vc_custom_1653978975865{padding-top: 40px !important;padding-bottom: 0px !important;}&#8221;]\r\n<p id=\"1203\" class=\"pw-post-body-paragraph zs zt yn bn b zu zv hk zw zx zy ho zz aba abb abc abd abe abf abg abh abi abj abk abl abm jn iz\" data-selectable-paragraph=\"\">The last resource that we are going to talk about is\u00a0<a class=\"au mn\" href=\"https:\/\/www.tensorflow.org\/datasets\/catalog\/overview\" target=\"_blank\" rel=\"noopener ugc nofollow\">Tensorflow Datasets<\/a>. These are easy to use datasets stored in the cloud, and you can download them to your system directly through TensorFlow, for use in your application. Below is a code snippet showing you can download and use the\u00a0<a class=\"au mn\" href=\"http:\/\/yann.lecun.com\/exdb\/mnist\/\" target=\"_blank\" rel=\"noopener ugc nofollow\">MNIST<\/a>\u00a0dataset directly through TensorFlow:<\/p>\r\n\r\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">import tensorflow.compat.v2 as tf\r\nimport tensorflow_datasets as tfdsdataset = tfds.load (\"mnist\") # download mnist dataset from cloud and load it in dataset variable\r\ntrain_data, test_data = dataset ['train'], dataset ['test'] # split the dataset into train and test set<\/pre>\r\n&nbsp;\r\n\r\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16238\" src=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/0_x-gSTdJTq4t9wl-5.png\" alt=\"\" width=\"594\" height=\"361\" srcset=\"https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/0_x-gSTdJTq4t9wl-5.png 594w, https:\/\/blog.datumo.com\/en\/wp-content\/uploads\/2022\/05\/0_x-gSTdJTq4t9wl-5-300x182.png 300w\" sizes=\"(max-width: 594px) 100vw, 594px\" \/>\r\n\r\n&nbsp;\r\n\r\nTo see the list of all datasets available through TensorFlow, run the following command:\r\n\r\n&nbsp;\r\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">print(tfds.list_builders()) # print names of all public datasets available in tensorflow datasets<\/pre>\r\n&nbsp;\r\n<figure class=\"abo abp abq abr xj abs jc jd paragraph-image\"><\/figure>\r\n[\/vc_column_text][\/vc_column][\/vc_row][vc_section full_width=&#8221;stretch_row&#8221; pix_over_visibility=&#8221;&#8221; css=&#8221;.vc_custom_1650444445523{padding-top: 80px !important;padding-bottom: 80px !important;background-color: #f8f9fa !important;}&#8221;][vc_row full_width=&#8221;stretch_row&#8221; pix_particles_check=&#8221;&#8221;][vc_column content_align=&#8221;text-center&#8221; offset=&#8221;vc_col-lg-offset-0 vc_col-lg-12 vc_col-md-offset-1 vc_col-md-10&#8243;]<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h2 class=\"text-heading-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Making your own Image Dataset<\/h2><\/div><\/div><\/div>[vc_column_text css=&#8221;.vc_custom_1653979015989{padding-top: 40px !important;}&#8221;]\r\n<p id=\"6a9c\" class=\"pw-post-body-paragraph zs zt yn bn b zu zv hk zw zx zy ho zz aba abb abc abd abe abf abg abh abi abj abk abl abm jn iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\">If you are developing an application or writing a research paper, more often than not, a public dataset that you can use for your computer vision model would not be available. In such a scenario, you have to scrape the dataset yourself and then annotate it for your use. In such a scenario, two tools can come in really handy to build your own dataset:<\/p>\r\n\r\n<ol class=\"\">\r\n \t<li id=\"e0e5\" class=\"ala alb yn bn b zu acc zx acd aba alc abe ald abi ale abm alf alg alh ali iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"https:\/\/chrome.google.com\/webstore\/detail\/fatkun-batch-download-ima\/nnjjahlikiabnchcpehcpkdeckfgnohf?hl=en\" target=\"_blank\" rel=\"noopener ugc nofollow\">Fatkun Batch Download Image<\/a>\u00a0is a very effective Google Chrome tool to batch download all images from a webpage. For instance, you wish to build a dataset of animals. All you would have to do is go to Google Images, type in \u201cfish\u201d and then let fatkun download all images from the results page. You can then go on and do the same for the rest of the animals until you have a sufficiently large dataset.<\/li>\r\n \t<li id=\"7f85\" class=\"ala alb yn bn b zu alj zx alk aba all abe alm abi aln abm alf alg alh ali iz\" style=\"text-align: left;\" data-selectable-paragraph=\"\"><a class=\"au mn\" href=\"http:\/\/www.colabeler.com\/\" target=\"_blank\" rel=\"noopener ugc nofollow\">Colabeler<\/a>\u00a0is a powerful Image Annotation tool to draw bounding boxes around the objects of your interest in an image and save them in a variety of formats. It also gives you the ability to collaborate on annotating the images, so multiple people can work on annotating a single dataset.<\/li>\r\n<\/ol>\r\n[\/vc_column_text][\/vc_column][\/vc_row][\/vc_section][vc_row pix_particles_check=&#8221;&#8221;][vc_column]<div id=\"el1653971463480-ce74a014-4ae9\" class=\"w-100 d-block \"><\/div>[vc_column_text css=&#8221;.vc_custom_1653979134014{padding-top: 40px !important;padding-bottom: 0px !important;}&#8221;]Most time, it is very difficult to collect and label datasets specifically needed for your team. For that, one of the best ways to handle all these burdens is to hire a professional team to do the task for you;<strong>\u00a0<a class=\"au mn\" href=\"https:\/\/www.datumo.com\" target=\"_blank\" rel=\"noopener ugc nofollow\"><em class=\"pn\">D<\/em><\/a><\/strong><a href=\"https:\/\/www.datumo.com\"><strong>ATUMO<\/strong><\/a> is your best solution! Here at\u00a0<a class=\"au mn\" href=\"https:\/\/www.datumo.com\" target=\"_blank\" rel=\"noopener ugc nofollow\"><strong class=\"bn ml\"><em class=\"pn\">DATUMO<\/em><\/strong><\/a>, we crowdsource our tasks to diverse users located globally to ensure the quality and quantity on time. Moreover, our in-house managers double-check the quality of the collected or processed data.[\/vc_column_text]<div id=\"el1653972293756-76a5ecd1-3d25\" class=\"w-100 d-block \"><\/div>[vc_column_text css=&#8221;.vc_custom_1653979231421{border-top-width: 1px !important;padding-top: 80px !important;padding-bottom: 0px !important;border-top-color: rgba(0,0,0,0.2) !important;border-top-style: solid !important;}&#8221;]In this tutorial, we talked about the importance of a dataset in a Computer Vision application and discussed ways in which we can search for a public image dataset on the Internet. Furthermore, we also explored some popular image datasets which cover dozens of object classes and can be used in our own applications. Lastly, we talked about building our own Image Dataset through scraping and annotation if a public dataset for our application isn\u2019t available.[\/vc_column_text]<div id=\"el1653971463481-f4f34d7c-39ce\" class=\"w-100 d-block \"><\/div>[\/vc_column][\/vc_row][vc_row pix_particles_check=&#8221;&#8221;][vc_column width=&#8221;1\/2&#8243;]<div id=\"el1646794934167-c0c94dd3-ea74\" class=\"w-100 d-block \"><\/div><div class=\" mb-3 mb-md-0 \"  ><div class=\"card w-100 h-100 bg-white  vc_custom_1652982865548  pix-hover-item rounded-10 position-relative overflow-hidden2 text-white tilt fancy_card\" ><div class=\"card-img-overlay overflow-visible d-inline-block w-100 pix-img-overlay pix-p-30 d-flex align-items-end text-left\"><div class=\"w-100 \"><h3 class=\"card-title  text-black font-weight-bold mb-0 animate-in\" style=\"\">See what we can do for you.<\/h3><p class=\"card-text pix-pt-10 text-black \" style=\"\">Build smarter AI with us.<\/p><div class=\"card-btn-div mt-4 d-inline-block w-100\"><a  href=\"https:\/\/datumo.com\" class=\"btn mb-2     text-white btn-black d-inline-block      btn-md\" target=\"_blank\" rel=\"noopener\"    ><span class=\"font-weight-bold \" >Learn More<\/span><\/a><\/div><\/div><\/div><\/div><\/div>[\/vc_column][vc_column width=&#8221;1\/2&#8243;]<div id=\"el1646794982519-9a19190b-7fde\" class=\"w-100 d-block \"><\/div><div class=\" mb-3 mb-md-0 \"  ><div class=\"card w-100 h-100 bg-black  vc_custom_1653971438710  pix-hover-item rounded-10 position-relative overflow-hidden2 text-white tilt fancy_card\" ><div class=\"card-img-overlay overflow-visible d-inline-block w-100 pix-img-overlay pix-p-30 d-flex align-items-end text-left\"><div class=\"w-100 \"><h3 class=\"card-title  text-white font-weight-bold mb-0 animate-in\" style=\"\">We would like to support the AI industry by sharing.<\/h3><p class=\"card-text pix-pt-10 text-white \" style=\"\"><\/p><div class=\"card-btn-div mt-4 d-inline-block w-100\"><a  href=\"https:\/\/open.datumo.com\/en\" class=\"btn mb-2    vc_custom_1653971438714  btn-primary d-inline-block      btn-md\" target=\"_blank\" rel=\"noopener\"    ><span class=\"font-weight-bold \" >Download Open Datasets<\/span><\/a><\/div><\/div><\/div><\/div><\/div>[\/vc_column][\/vc_row][vc_row pix_particles_check=&#8221;&#8221;][vc_column]<div id=\"el1646799961152-e3ee06c0-4e82\" class=\"w-100 d-block \"><\/div>[\/vc_column][\/vc_row]","protected":false},"excerpt":{"rendered":"[vc_row pix_particles_check=&#8221;&#8221;][vc_column][\/vc_column][\/vc_row][vc_row pix_particles_check=&#8221;&#8221;][vc_column][vc_column_text css=&#8221;.vc_custom_1653977992670{padding-top: 40px !important;padding-right: 20px !important;padding-bottom: 40px !important;padding-left: 20px !important;}&#8221;]You would most likely require an image dataset for one of the two purposes: a commercial project, or a project that you\u2019re doing out of interest to enhance your&#8230;","protected":false},"author":1,"featured_media":2759,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[131],"tags":[130,127,178,176,179,177],"class_list":["post-16232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech","tag-datasets","tag-datumo","tag-google-dataset","tag-image","tag-recognition","tag-training-model"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - 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