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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink=purple style='tab-interval:.5in'><div class=WordSection1><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;mso-bidi-font-family:"Times New Roman";color:#1F497D'>FYI – looks like an interesting dataset to know about.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;mso-bidi-font-family:"Times New Roman";color:#1F497D'><o:p> </o:p></span></p><div><div style='border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0in 0in 0in'><p class=MsoNormal><b><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:"Times New Roman"'>From:</span></b><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-font-family:"Times New Roman"'> Biendata <competition@biendata.com> <br><b>Sent:</b> Friday, May 10, 2019 2:14 AM<br><b>To:</b> mturk@cs.ucsb.edu<br><b>Subject:</b> Objects365 Dataset and Competition Released!<o:p></o:p></span></p></div></div><p class=MsoNormal><o:p> </o:p></p><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width="100%" valign=top style='width:100.0%;padding:0in 0in 0in 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'><td valign=top style='background:#F7F7F7;padding:0in 0in 0in 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=0 style='width:6.25in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in'><p class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'><img width=600 id="_x0000_i1025" src="https://gallery.mailchimp.com/10bd801a2cbd442045e3c3ee3/images/8d4ef596-e891-4c9e-9a70-8285f0c70fab.jpg"><o:p></o:p></span></p></td></tr></table></td></tr></table></td></tr></table></div></td></tr></table></div></td></tr><tr style='mso-yfti-irow:1'><td valign=top style='background:white;padding:20.25pt 0in 40.5pt 0in;background:cover;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;background-size: cover;background-position-x:50%;background-position-y:50%' id=templateBody><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=0 style='width:6.25in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;max-width: 600px !important'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;max-width: 600px !important'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;background:cover;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;background-size: cover;background-position-x:50%;background-position-y:50%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:6.75pt 0in 0in 0in;max-width: 100%;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;margin-left:-2.25pt;margin-right:-2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;word-break:break-word'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 13.5pt 6.75pt 13.5pt'><p class=MsoNormal style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;line-height:150%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><strong><span style='font-size:21.0pt;line-height:150%;color:#757575'>Objects 365 Challenge Track</span></strong><span style='color:#757575'><o:p></o:p></span></p><p class=MsoNormal align=center style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;text-align:center;line-height:150%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><span style='color:#757575'> <o:p></o:p></span></p><p class=MsoNormal style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;text-align:justify;line-height:150%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><span style='font-size:13.5pt;line-height:150%;color:#757575'>The <strong>Objects365</strong> is a brand new dataset, designed to spur object detection research with a focus on diverse objects in the Wild. Objects365 has 365 object classes annotated on 638K images, totally with more than 10 million bounding boxes in the training set. Thus the annotations cover common objects occurring in all kinds of scene categories. Challenge for Objects365 is proposed to have two tracks, which are <strong>Full Track</strong> and <strong>Tiny Track</strong>.</span><span style='color:#757575'><o:p></o:p></span></p></td></tr></table></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 13.5pt 13.5pt 13.5pt;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 style='background:#2364A0;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;border-radius: 3px;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><p class=MsoNormal align=center style='text-align:center'><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"'><a href="https://Biendata.us18.list-manage.com/track/click?u=10bd801a2cbd442045e3c3ee3&id=3d7c47d920&e=d729d2bbcd" target="_self" title="Objects365 Challenge Track"><b><span style='color:#FDFDFD;text-decoration:none;text-underline:none'>Objects365 Challenge Track</span></b></a> <o:p></o:p></span></p></td></tr></table></div></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:6.75pt 6.75pt 6.75pt 6.75pt;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 6.75pt 0in 6.75pt;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width=0 style='width:2.75in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><p class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'><img border=0 width=264 id="_x0000_i1026" src="https://gallery.mailchimp.com/10bd801a2cbd442045e3c3ee3/images/35eede4c-0218-4220-a296-4d9465cbcc93.jpg"><o:p></o:p></span></p></td></tr></table><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=right width=0 style='width:2.75in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:right;mso-table-top:middle;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in'><p class=MsoNormal style='line-height:150%'><strong><span style='font-size:16.5pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'>Objects365 Full Track</span></strong><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'> <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify;line-height:150%'><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'><br></span><span style='mso-fareast-font-family:"Times New Roman";color:#757575'>The goal of Full Track is to explore the upper-bound performance of object detection systems based on 365 classes and 600K+ training images. 30K images are used for validation and 100K additional images are used for testing. To evaluate the performance of object detection, the evaluation criteria for COCO (IOU from 0.5 to 0.95) benchmark will be adopted.</span><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'><o:p></o:p></span></p></td></tr></table></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=1 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;border:none;mso-border-top-alt:solid white 1.5pt;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='border:none;border-top:solid white 1.5pt;padding:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:6.75pt 6.75pt 6.75pt 6.75pt;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 6.75pt 0in 6.75pt;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=right width=0 style='width:2.75in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:right;mso-table-top:middle;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><p class=MsoNormal align=center style='text-align:center'><span style='mso-fareast-font-family:"Times New Roman"'><img border=0 width=264 id="_x0000_i1027" src="https://gallery.mailchimp.com/10bd801a2cbd442045e3c3ee3/images/38f45f87-c27b-4af1-ad6c-4f3eab751911.jpg"><o:p></o:p></span></p></td></tr></table><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width=0 style='width:2.75in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in'><p class=MsoNormal style='line-height:150%'><strong><span style='font-size:16.5pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'>Objects365 Tiny Track</span></strong><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'> <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify;line-height:150%'><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'><br></span><span style='mso-fareast-font-family:"Times New Roman";color:#757575'>The Tiny Track is to lower the entry threshold, accelerate the algorithm iteration speed, and study the long tail category detection problem. >From the Objects365 dataset, 65 categories are selected, and contestants can train their models by using 10K training data.</span><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'><o:p></o:p></span></p></td></tr></table></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=1 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;border:none;mso-border-top-alt:solid white 1.5pt;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='border:none;border-top:solid white 1.5pt;padding:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in'></td><td valign=top style='padding:0in 0in 0in 0in'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:6.75pt 13.5pt 6.75pt 13.5pt;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;background:#2364A0;border-collapse:collapse;mso-yfti-tbllook:1184;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:13.5pt 13.5pt 13.5pt 13.5pt;min-width: 100% !important;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><p class=MsoNormal align=center style='text-align:center'><strong><span style='font-size:19.0pt;mso-fareast-font-family:"Times New Roman";color:#F0F0F0'>Prizes</span></strong><b><span style='font-size:7.5pt;mso-fareast-font-family:"Times New Roman";color:#F0F0F0'> <o:p></o:p></span></b></p><p class=MsoNormal align=center style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;text-align:center'><b><span style='font-size:7.5pt;color:#F0F0F0'><br></span><span style='color:#F0F0F0'>The total cash prize is <strong>$20,000</strong>.</span></b><b><span style='font-size:7.5pt;color:#F0F0F0'><o:p></o:p></span></b></p><p class=MsoNormal align=center style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;text-align:center;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><b><span style='color:#F0F0F0'>Gold Medal (1st Place) for the Objects 365 Full Track: <strong>10,000 USD</strong>.</span></b><b><span style='font-size:7.5pt;color:#F0F0F0'><o:p></o:p></span></b></p><p class=MsoNormal align=center style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;text-align:center;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><b><span style='color:#F0F0F0'>Gold Medal (1st Place) for the Objects 365 Tiny Track: <strong>10,000 USD</strong>.</span></b><b><span style='font-size:7.5pt;color:#F0F0F0'><o:p></o:p></span></b></p><p class=MsoNormal align=center style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;text-align:center;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><b><span style='font-size:7.5pt;color:#F0F0F0'> <o:p></o:p></span></b></p></td></tr></table></td></tr></table></td></tr></table></div></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=1 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;border:none;mso-border-top-alt:solid white 1.5pt;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='border:none;border-top:solid white 1.5pt;padding:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:6.75pt 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;margin-left:-2.25pt;margin-right:-2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;max-width: 100%;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;word-break:break-word'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 13.5pt 6.75pt 13.5pt'><p class=MsoNormal style='line-height:150%'><strong><span style='font-size:16.5pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'>Timeline:</span></strong><span style='mso-fareast-font-family:"Times New Roman";color:#757575'><br><br><strong>April 22, 2019 :</strong> The challenge website is officially released, registration opens.<br><strong>April 29, 2019 : </strong>Release the training set and verification set. Participants can submit their forecasting results on the validation data set.<br><strong>May 10, 2019(23:59p.m PST) :</strong> Release the test data. Participants can submit their forecasting results on the test data set (no more than 5 times during the competition). <br><strong>June 10, 2019 (23:59p.m PST) : </strong> Submission deadline for both the validation set and the test set. Challenge ends. <o:p></o:p></span></p><p class=MsoNormal style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;line-height:150%'><strong><span style='color:#757575'>June 17, 2019 :</span></strong><span style='color:#757575'> Announcement of final winners at CVPR conference. The champions will be asked to submit a document with at least 4 pages which explains their models. They will be asked to hold a Q & A session at the CVPR workshop.<o:p></o:p></span></p><p class=MsoNormal style='mso-margin-top-alt:7.5pt;margin-right:0in;margin-bottom:7.5pt;margin-left:0in;line-height:150%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><strong><span style='color:#757575'>Note</span></strong><strong><span style='font-family:"MS Gothic";mso-bidi-font-family:"MS Gothic";color:#757575'>：</span></strong><span style='color:#757575'>All times are PST.<o:p></o:p></span></p></td></tr></table></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 13.5pt 13.5pt 13.5pt;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 style='background:#2364A0;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;border-radius: 3px;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><p class=MsoNormal align=center style='text-align:center'><span style='font-size:13.5pt;mso-fareast-font-family:"Times New Roman"'><a href="https://Biendata.us18.list-manage.com/track/click?u=10bd801a2cbd442045e3c3ee3&id=fa5f2048b0&e=d729d2bbcd" target="_self" title="Objects365 Challenge Track"><b><span style='color:#FDFDFD;text-decoration:none;text-underline:none'>Objects365 Challenge Track</span></b></a> <o:p></o:p></span></p></td></tr></table></div></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=1 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;border:none;mso-border-top-alt:solid white 1.5pt;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='border:none;border-top:solid white 1.5pt;padding:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'></td></tr></table></td></tr></table><p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman"'><o:p> </o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:6.75pt 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;margin-left:-2.25pt;margin-right:-2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;max-width: 100%;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-table-lspace:2.25pt;mso-table-rspace:2.25pt;mso-table-anchor-vertical:paragraph;mso-table-anchor-horizontal:column;mso-table-left:left;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;word-break:break-word'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 13.5pt 6.75pt 13.5pt'><p class=MsoNormal align=center style='text-align:center;line-height:150%'><strong><span style='font-size:19.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'>Contact Us</span></strong><span style='mso-fareast-font-family:"Times New Roman";color:#757575'><br><br> If you have any questions or concerns, please feel free to contact us<br>Biendata: <a href="mailto:support@biendata.com">support@biendata.com</a><br>Objects 365 : <a href="mailto:info@objects365.org">info@objects365.org</a><br>OR<br>Join in <a href="https://Biendata.us18.list-manage.com/track/click?u=10bd801a2cbd442045e3c3ee3&id=811a1a1e7b&e=d729d2bbcd" target="_blank"><span style='color:#007C89'>Discussion Board</span></a> to find more!<br><br></span><span style='font-size:10.0pt;line-height:150%;mso-fareast-font-family:"Times New Roman";color:#757575'>* We also have a WeChat group for competitions, please do not hesitate to join in if you have WeChat. WeChat ID : shujujingsai</span><span style='mso-fareast-font-family:"Times New Roman";color:#757575'><br> <o:p></o:p></span></p></td></tr></table></td></tr></table></td></tr></table></td></tr></table></div></td></tr></table></div></td></tr><tr style='mso-yfti-irow:2;mso-yfti-lastrow:yes'><td valign=top style='background:#2364A0;padding:33.75pt 0in 47.25pt 0in;background:cover;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;background-size: cover;background-position-x:50%;background-position-y:50%' id=templateFooter><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=0 style='width:6.25in;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;max-width: 600px !important'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;max-width: 600px !important'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;background:cover;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%;background-size: cover;background-position-x:50%;background-position-y:50%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td valign=top style='padding:0in 0in 0in 0in;min-width: 100%;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;mso-yfti-tbllook:1184;mso-padding-alt:0in 0in 0in 0in;-ms-text-size-adjust: 100%;-webkit-text-size-adjust: 100%'><tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;mso-yfti-lastrow:yes'><td style='padding:0in 0in 0in 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 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