{"id":1846,"date":"2023-09-12T04:55:06","date_gmt":"2023-09-12T04:55:06","guid":{"rendered":"https:\/\/weijiabin.xyz\/?p=1846"},"modified":"2024-01-15T22:13:21","modified_gmt":"2024-01-15T22:13:21","slug":"securepix-ensuring-privacy-in-social-media-image-sharing","status":"publish","type":"post","link":"https:\/\/weijiabin.xyz\/?p=1846","title":{"rendered":"SecurePix: Creating a safer environment for image sharing on social media"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1846\" class=\"elementor elementor-1846\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-65efd65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65efd65\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7b34ab3\" data-id=\"7b34ab3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a5ab841 elementor-widget elementor-widget-image\" data-id=\"a5ab841\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.8 - 27-07-2022 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2023\/09\/securepix.gif\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d0c7248 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d0c7248\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8860e3c\" data-id=\"8860e3c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-75df3dd elementor-widget elementor-widget-text-editor\" data-id=\"75df3dd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.8 - 27-07-2022 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>In an era where digital communication and image sharing have become ubiquitous, people post images with strangers identities on their social media all the time. Imagine yourself appearing in a social media post and you don&#8217;t like the way you are represented, how would you feel about it? We think it is very important to discuss about the protection of data privacy for those experience passive exposure on social media.\u00a0This problem has two layers:<\/p><p><b>1) Is this legal to take photographs of strangers on the street?<br \/><\/b>Short answer is YES&gt; The privacy rules surrounding photography generally boil down to freedom of expression and are covered by <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.whitehouse.gov\/about-the-white-house\/our-government\/the-constitution\/#:~:text=The%20First%20Amendment%20provides%20that,the%20right%20to%20bear%20arms.\" target=\"_blank\" rel=\"noopener\">The First Amendment<\/a><\/strong><\/span>\u00a0in the US and the\u00a0<span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.equalityhumanrights.com\/en\/human-rights-act\/article-10-freedom-expression\" target=\"_blank\" rel=\"noopener\">European Human Rights Act<\/a><\/strong><\/span> in the UK and Europe. These rules allow you to take pictures for news and artistic or editorial expression of anyone in a public setting (excluding crime scenes) as long as you are not violating any other laws or posing a safety risk.<\/p><p><b>2) Is this \bappropriate to post these photos later on social media?<\/b><br \/>There is no short and clear answer to this question. Some people may feel more comfortable to share expose their faces or other identities on social media while others may be very concerned about it due to the data privacy considerations. There is a probability that the strangers in your photo don&#8217;t like posting any their selfies on any social media but you post it on your social media. As long as the photo is not a criminal scene and not inside a private space, there shouldn&#8217;t be any legal issues. But it is still unfair to these strangers, especially if the photos look not very &#8220;pleasant&#8221;\u00a0 . Inside the street photograph community, there is a debate on whether they should ask for permission when they take photos of homeless people or other vulnerable people. The passive exposure to the social media may bring extra harm to them.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4ccb788 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ccb788\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9bfc597\" data-id=\"9bfc597\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e8beda elementor-widget elementor-widget-text-editor\" data-id=\"4e8beda\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>SecurePix<\/strong><\/p><p>To echo this concern on sharing images with strangers&#8217; faces, we developed\u00a0<span style=\"font-family: 'Roboto Slab', sans-serif; font-size: 14px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 300; color: var( --e-global-color-text );\">SecurePix.\u00a0<\/span><span style=\"font-size: 14px; color: var( --e-global-color-text );\">\u00a0SecurePix leverages cutting-edge technologies such as deepfake, face recognition, and Generative Adversarial Network (GAN) algorithms to establish a robust framework aimed at safeguarding the identities of individuals portrayed in images shared across social media platforms. Our primary objective is to advocate for and contribute to the enhancement of data privacy by deploying advanced techniques to anonymize the involuntary identity exposure associated with the proliferation of personal images online.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3f1d2df elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f1d2df\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a54d31\" data-id=\"9a54d31\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-363fa22 elementor-widget elementor-widget-image\" data-id=\"363fa22\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"209\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/Screenshot-2024-01-11-at-11.51.43\u202fPM-1024x209.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-39b9d1e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"39b9d1e\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-421847b\" data-id=\"421847b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68e64ac elementor-widget elementor-widget-bdt-image-compare\" data-id=\"68e64ac\" data-element_type=\"widget\" data-widget_type=\"bdt-image-compare.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"bdt-image-compare bdt-position-relative\">\n\t\t\t<div id=\"image-compare-68e64ac\" class=\"image-compare bdt-image-compare-overlay\" data-settings=\"{&quot;id&quot;:&quot;image-compare-68e64ac&quot;,&quot;default_offset_pct&quot;:100,&quot;before_label&quot;:&quot;Original&quot;,&quot;after_label&quot;:&quot;SecurePix result&quot;,&quot;no_overlay&quot;:true,&quot;on_hover&quot;:true,&quot;add_circle&quot;:true,&quot;smoothing&quot;:true,&quot;smoothing_amount&quot;:400,&quot;bar_color&quot;:&quot;#fff&quot;}\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/2-scaled.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1372\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/Screenshot-2024-01-11-at-11.34.12\u202fPM.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4a959b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a959b9\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aee9196\" data-id=\"aee9196\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-beb0cda elementor-widget elementor-widget-text-editor\" data-id=\"beb0cda\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The SecurePix image process pipeline is mainly consisted of three modules. <br \/>1) The first module is the face recognition module where we use Arcface model to detect faces in the source image and use another CNN model to recognize the gender and age range of the face.\u00a0<br \/>2) The second module is the face generation module. We use pretrained StyleGAN3 model to generated faces. To evaluate whether the face has the same gender and age range as the detected face from the source image, we paraphrase a short text attribute with the gender and age range, and then use CLIP model to examine the matching score between the image and the text attribute. We will save the faces with high score for later use.<br \/>3) In the third module, we apply a pretrained face swapping algorithm to replace the original faces with the matched generated faces.<\/p><p>\u00a0<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1424257 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1424257\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bc7bc52\" data-id=\"bc7bc52\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7ef0e92 elementor-widget elementor-widget-image\" data-id=\"7ef0e92\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"434\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/Screenshot-2024-01-12-at-12.54.43\u202fAM-1024x434.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a4fbed9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a4fbed9\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-31c127b\" data-id=\"31c127b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b9fe7e4 elementor-aspect-ratio-169 elementor-widget elementor-widget-video\" data-id=\"b9fe7e4\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/Fj8eP2j2o3s&quot;,&quot;mute&quot;:&quot;yes&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;,&quot;aspect_ratio&quot;:&quot;169&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.8 - 27-07-2022 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;-webkit-transform:translateZ(0);transform:translateZ(0)}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;left:0;width:100%;height:100%;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}<\/style>\t\t<div class=\"elementor-wrapper elementor-fit-aspect-ratio elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9a5db7c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9a5db7c\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9c11409\" data-id=\"9c11409\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68048b2 elementor-widget elementor-widget-text-editor\" data-id=\"68048b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Examples<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8717d17 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8717d17\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6af6f70\" data-id=\"6af6f70\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd78939 elementor-widget elementor-widget-bdt-image-compare\" data-id=\"bd78939\" data-element_type=\"widget\" data-widget_type=\"bdt-image-compare.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"bdt-image-compare bdt-position-relative\">\n\t\t\t<div id=\"image-compare-bd78939\" class=\"image-compare\" data-settings=\"{&quot;id&quot;:&quot;image-compare-bd78939&quot;,&quot;default_offset_pct&quot;:70,&quot;before_label&quot;:&quot;Before&quot;,&quot;after_label&quot;:&quot;After&quot;,&quot;add_circle&quot;:true,&quot;smoothing&quot;:true,&quot;smoothing_amount&quot;:400,&quot;bar_color&quot;:&quot;#fff&quot;}\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"467\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/street_4.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"467\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/result_2-5.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-e11ae72\" data-id=\"e11ae72\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-487b34f elementor-widget elementor-widget-bdt-image-compare\" data-id=\"487b34f\" data-element_type=\"widget\" data-widget_type=\"bdt-image-compare.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"bdt-image-compare bdt-position-relative\">\n\t\t\t<div id=\"image-compare-487b34f\" class=\"image-compare\" data-settings=\"{&quot;id&quot;:&quot;image-compare-487b34f&quot;,&quot;default_offset_pct&quot;:70,&quot;before_label&quot;:&quot;Before&quot;,&quot;after_label&quot;:&quot;After&quot;,&quot;add_circle&quot;:true,&quot;smoothing&quot;:true,&quot;smoothing_amount&quot;:400,&quot;bar_color&quot;:&quot;#fff&quot;}\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"558\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/street_2.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"558\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/result_2-2.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-090a5f2\" data-id=\"090a5f2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e62523e elementor-widget elementor-widget-bdt-image-compare\" data-id=\"e62523e\" data-element_type=\"widget\" data-widget_type=\"bdt-image-compare.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"bdt-image-compare bdt-position-relative\">\n\t\t\t<div id=\"image-compare-e62523e\" class=\"image-compare\" data-settings=\"{&quot;id&quot;:&quot;image-compare-e62523e&quot;,&quot;default_offset_pct&quot;:70,&quot;before_label&quot;:&quot;Before&quot;,&quot;after_label&quot;:&quot;After&quot;,&quot;add_circle&quot;:true,&quot;smoothing&quot;:true,&quot;smoothing_amount&quot;:400,&quot;bar_color&quot;:&quot;#fff&quot;}\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/street_1.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2024\/01\/result_2-4.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In an era where digital communication and image sharing have become ubiquitous, people post images with strangers identities on their social media all the time. Imagine yourself appearing in a social media post and you don&#8217;t like the way you are represented, how would you feel about it? We think it is very important to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[17,16],"tags":[58,56,33],"class_list":["post-1846","post","type-post","status-publish","format-standard","hentry","category-ai-ml","category-product-innovation","tag-data-privacy","tag-generative-ai","tag-machine-learning","entry"],"_links":{"self":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1846"}],"version-history":[{"count":16,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1846\/revisions"}],"predecessor-version":[{"id":1880,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts\/1846\/revisions\/1880"}],"wp:attachment":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1846"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1846"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}