{"id":224818,"date":"2025-11-03T03:42:30","date_gmt":"2025-11-03T04:42:30","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/2203-10456\/"},"modified":"2025-11-03T03:42:30","modified_gmt":"2025-11-03T04:42:30","slug":"2203-10456","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/2203-10456\/","title":{"rendered":"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc"},"content":{"rendered":"<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); padding: 30px; border-radius: 15px; color: white; margin-bottom: 30px;\">\n<h2 style=\"color: white; text-align: center; margin-bottom: 20px;\">\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc<\/h2>\n<\/p><\/div>\n<table class=\"paper-info-table\" border=\"1\" cellpadding=\"10\" cellspacing=\"0\" style=\"width: 100%; margin-bottom: 20px; border-collapse: collapse; direction: rtl;\">\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right; width: 35%;\">\u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa; font-weight: bold;\">simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646<\/th>\n<td style=\"text-align: right; background-color: #ffffff;\">Xiaoke Shen, Ioannis Stamos<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0639\u0644\u0645\u06cc<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa;\">Computer Vision and Pattern Recognition<\/td>\n<\/tr>\n<\/table>\n<div style=\"border: 2px dashed #4CAF50; border-radius: 16px; padding: 20px; background: #f9fff9; font-family: 'IRANSans', sans-serif;\">\r\n  <h2 style=\"color: #2E7D32; margin-top: 0;\">\ud83d\udcd8 \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc<\/h2>\r\n  <ul style=\"list-style-type: \u2705; padding-left: 20px; font-size: 16px; line-height: 1.8;\">\r\n    <li>\u0634\u0627\u0645\u0644 <strong>\u0641\u0627\u06cc\u0644 \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u0644\u0647 (PDF \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc)<\/strong><\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0641\u0627\u06cc\u0644 PDF \u062a\u0648\u0636\u06cc\u062d \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0627 \u0628\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0631\u0648\u0627\u0646<\/li>\r\n    <li>\u062f\u0627\u0631\u0627\u06cc <strong>\u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u062a\u0648\u0636\u06cc\u062d \u06a9\u0627\u0645\u0644 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n  <\/ul>\r\n  <p style=\"color: #388E3C; font-weight: bold; font-size: 18px; margin-top: 20px;\">\r\n    \ud83c\udfaf \u0647\u0645\u0647\u200c\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0628\u0627 \u0647\u062f\u0641 \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0639\u0644\u0645\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.\r\n  <\/p>\r\n  <p style=\"font-size: 16px; line-height: 1.8;\">\r\n    \u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0631 <strong>\u062f\u0627\u0646\u0644\u0648\u062f \u0641\u0627\u06cc\u0644\u200c\u0647\u0627<\/strong> \u0628\u0627 \u0645\u0634\u06a9\u0644\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u06cc\u062f\u060c \u0644\u0637\u0641\u0627\u064b \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \r\n    <strong>09395106248<\/strong> \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645 \r\n    <strong>@ma_limbs<\/strong> \u067e\u06cc\u0627\u0645 \u062f\u0647\u06cc\u062f \u062a\u0627 \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627 \u0641\u0648\u0631\u0627\u064b \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0645\u062c\u062f\u062f\u0627\u064b \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u0646\u062f.\r\n  <\/p>\r\n<\/div>\r\n\n<article class=\"violin-complex-pieces\" style=\"font-family: 'Vazirmatn', sans-serif;color: #2E2E2E;line-height: 1.75;max-width: 800px;margin: 40px auto;padding: 30px;background: #FFFFFF;border-radius: 12px;box-shadow: 0 6px 20px rgba(0,0,0,0.05);\">\n<style>\n.violin-complex-pieces h1 { text-align: center; font-size: 2.8rem; color: #1F3A5E; margin-bottom: 24px; }\n.violin-complex-pieces h2 { position: relative; font-size: 1.9rem; color: #243A5E; margin-top: 36px; margin-bottom: 16px; padding-bottom: 6px; }\n.violin-complex-pieces h2::after { content: \"\"; position: absolute; left: 0; bottom: 0; width: 60px; height: 4px; background: linear-gradient(90deg,#4A90E2,#50E3C2); border-radius: 2px; }\n.section-box { background: #F7F9FC; border: 1px solid #E0E4E8; border-radius: 8px; padding: 24px; margin-top: 20px; transition: transform 0.2s, box-shadow 0.2s; }\n.section-box:hover { transform: translateY(-4px); box-shadow: 0 8px 24px rgba(42,77,102,0.1); }\n.section-box p, .section-box ul { margin-bottom: 12px; }\nul { margin-left: 24px; }\nul li { margin-bottom: 8px; }\n.highlight { background: #EAF4FF; color: #1F3A5E; padding: 3px 6px; border-radius: 4px; font-weight: bold; }\n<\/style>\n<h1>simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc<\/h1>\n<div class='section-box'>\n<h2>\u0645\u0642\u062f\u0645\u0647 \u0648 \u0627\u0647\u0645\u06cc\u062a \u0645\u0642\u0627\u0644\u0647<\/h2>\n<p>\n            \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (Computer Vision &#8211; CV) \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (Natural Language Processing &#8211; NLP)\u060c \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u0631\u0648\u0628\u0631\u0648 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0628\u062e\u0634 \u0639\u0645\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0647\u0627 \u0645\u062f\u06cc\u0648\u0646 \u062a\u06a9\u0646\u06cc\u06a9 &#8220;\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644&#8221; (Transfer Learning) \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062f\u0627\u0646\u0634 \u0622\u0645\u0648\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u062a\u0633\u06a9 \u06cc\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0633\u06a9\u200c\u0647\u0627 \u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0647 \u06a9\u0627\u0631 \u06af\u06cc\u0631\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06a9\u062b\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0648\u062c\u0648\u062f\u060c \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 <span class=\"highlight\">\u06cc\u06a9 \u0648\u062c\u0647 (Modality) \u0645\u0634\u0627\u0628\u0647<\/span> \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u061b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 RGB \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u062f\u06cc\u06af\u0631 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0648\u0646 \u062f\u06cc\u06af\u0631.\n        <\/p>\n<p>\n            \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u063a\u0644\u0628 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc (\u0648\u062c\u0648\u0647 \u0645\u062e\u062a\u0644\u0641) \u0645\u0627\u0646\u0646\u062f \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u0635\u062f\u0627\u060c \u0645\u062a\u0646\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc (3D) \u0648 \u063a\u06cc\u0631\u0647 \u062d\u0627\u0635\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062a\u0631\u06a9\u06cc\u0628 \u0648 \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0648\u062c\u0648\u0647 \u0645\u062e\u062a\u0644\u0641 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0648 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0645\u062d\u06cc\u0637 \u06a9\u0645\u06a9 \u06a9\u0646\u062f. \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 <span class=\"highlight\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc (Cross-Modality Transfer Learning &#8211; CMTL)<\/span> \u0648\u0627\u0631\u062f \u0635\u062d\u0646\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc CMTL \u06a9\u0645\u062a\u0631 \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0648 \u062a\u062d\u0642\u06cc\u0642 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647\u200c\u0627\u0646\u062f\u060c \u0628\u0647\u200c\u062e\u0635\u0648\u0635 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0648\u200c\u0628\u0639\u062f\u06cc (2D) \u0628\u0647 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc (3D) \u0645\u062f \u0646\u0638\u0631 \u0628\u0627\u0634\u062f.\n        <\/p>\n<p>\n            \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc <span class=\"highlight\">\u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f<\/span> \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0627\u0632 \u0633\u0646\u0633\u0648\u0631\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f. \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc\u060c \u06a9\u0627\u0648\u0634 \u062f\u0631 <span class=\"highlight\">\u062d\u062f \u0628\u0627\u0644\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f<\/span> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u06a9\u0647 \u0635\u0631\u0641\u0627\u064b \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0646\u0642\u0634 \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0627\u0648\u0628\u0631\u06cc \u0631\u0628\u0627\u062a\u06cc\u06a9 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0646\u0648\u0631\u06cc \u06a9\u0645 (low-light scenarios) \u0645\u0632\u0627\u06cc\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u062f\u0627\u0631\u0646\u062f.\n        <\/p>\n<\/p><\/div>\n<div class='section-box'>\n<h2>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0648 \u0632\u0645\u06cc\u0646\u0647 \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<p>\n            \u0627\u06cc\u0646 \u062a\u062d\u0642\u06cc\u0642 \u062a\u0648\u0633\u0637 <span class=\"highlight\">Xiaoke Shen<\/span> \u0648 <span class=\"highlight\">Ioannis Stamos<\/span> \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062a\u0645\u0631\u06a9\u0632 \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u0644\u0647 \u0628\u0631 \u062d\u0648\u0632\u0647 <span class=\"highlight\">\u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0627\u0644\u06af\u0648 (Computer Vision and Pattern Recognition)<\/span> \u0627\u0633\u062a. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0628\u0627 \u062f\u0631\u06a9 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u062a\u062f\u0627\u0648\u0644\u060c \u0631\u0648\u06cc\u06a9\u0631\u062f \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0633\u0647\u06cc\u0644 \u0648 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f.\n        <\/p>\n<\/p><\/div>\n<div class='section-box'>\n<h2>\u0686\u06a9\u06cc\u062f\u0647 \u0648 \u062e\u0644\u0627\u0635\u0647 \u0645\u062d\u062a\u0648\u0627<\/h2>\n<p>\n            \u0686\u06a9\u06cc\u062f\u0647 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647 \u0628\u0647 \u0645\u0639\u0631\u0641\u06cc \u0645\u0633\u0626\u0644\u0647\u060c \u0631\u0648\u0634 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc\u060c \u0646\u062a\u0627\u06cc\u062c \u0648 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f:\n        <\/p>\n<ul>\n<li><strong>\u0645\u0633\u0626\u0644\u0647:<\/strong> \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u0646\u0634 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc.<\/li>\n<li><strong>\u0631\u0648\u0634 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc:<\/strong> <span class=\"highlight\">simCrossTrans<\/span> &#8211; \u06cc\u06a9 \u0631\u0648\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc (\u0645\u0627\u0646\u0646\u062f point clouds) \u0631\u0627 \u0628\u0647 \u0634\u0628\u0647-\u062a\u0635\u0627\u0648\u06cc\u0631 (pseudo-images) \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0633\u067e\u0633 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 (\u0634\u0627\u0645\u0644 ConvNets \u0648 Vision Transformers) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<li><strong>\u0645\u0632\u0627\u06cc\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0631\u0648\u0634:<\/strong>\n<ul>\n<li><strong>\u0633\u0627\u062f\u06af\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647:<\/strong> \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0628\u0647 \u0641\u0631\u0645\u062a \u062a\u0635\u0648\u06cc\u0631\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0622\u0645\u0627\u062f\u0647 \u0648 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/li>\n<li><strong>\u0645\u0642\u0627\u06cc\u0633\u0647 ConvNets \u0648 ViTs:<\/strong> \u0628\u0631\u0631\u0633\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u0627\u0644 (ConvNets) \u0648 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc (ViTs) \u062f\u0631 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc ViTs \u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0627\u0646\u0633\u062f\u0627\u062f (occlusion).<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0646\u062a\u0627\u06cc\u062c \u0627\u0635\u0644\u06cc:<\/strong>\n<ul>\n<li>\u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 ($13.2%$ \u0648 $16.1%$ \u0645\u0637\u0644\u0642) \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 simCrossTrans \u0628\u0631 \u0645\u0628\u0646\u0627\u06cc ConvNets \u0648 ViTs.<\/li>\n<li>\u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 ViT \u0646\u0633\u0628\u062a \u0628\u0647 ConvNet ($9.7%$ \u0628\u0631\u062a\u0631\u06cc).<\/li>\n<li>\u0641\u0631\u0627\u062a\u0631 \u0631\u0641\u062a\u0646 \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 (State-of-the-Art &#8211; SOTA) \u0641\u0639\u0644\u06cc \u0628\u0627 \u0627\u062e\u062a\u0644\u0627\u0641 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 (+15.4% mAP50).<\/li>\n<li>\u0646\u0632\u062f\u06cc\u06a9 \u0634\u062f\u0646 \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f SOTA \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 RGB (\u0628\u0627 \u0627\u062e\u062a\u0644\u0627\u0641 \u062a\u0646\u0647\u0627 $1%$).<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\n            \u06a9\u062f\u060c \u0644\u0627\u06af\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0639\u0645\u0648\u0645\u06cc \u062f\u0631 \u0645\u062e\u0632\u0646 GitHub \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.\n        <\/p>\n<\/p><\/div>\n<div class='section-box'>\n<h2>\u0631\u0648\u0634\u200c\u0634\u0646\u0627\u0633\u06cc \u062a\u062d\u0642\u06cc\u0642 (simCrossTrans)<\/h2>\n<p>\n            \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0628\u0631\u0627\u06cc \u063a\u0644\u0628\u0647 \u0628\u0631 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0648 \u06a9\u0645\u0628\u0648\u062f \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc\u060c \u0631\u0648\u06cc\u06a9\u0631\u062f <span class=\"highlight\">simCrossTrans<\/span> \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0648 \u0627\u06cc\u062f\u0647 \u0627\u0635\u0644\u06cc \u0627\u0633\u062a:\n        <\/p>\n<ol>\n<li>\n                <strong>\u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0628\u0647 \u0634\u0628\u0647-\u062a\u0635\u0627\u0648\u06cc\u0631 (Pseudo-Image Generation):<\/strong><\/p>\n<p>\n                    \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0645\u0627\u0646\u0646\u062f &#8220;\u0627\u0628\u0631 \u0646\u0642\u0627\u0637&#8221; (Point Clouds) \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0646\u0638\u0645 \u0648 \u0634\u0628\u06a9\u0647\u200c\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0648\u0628\u0639\u062f\u06cc \u0631\u0627 \u0646\u062f\u0627\u0631\u0646\u062f. \u0628\u0631\u0627\u06cc \u063a\u0644\u0628\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c simCrossTrans \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 &#8220;\u0634\u0628\u0647-\u062a\u0635\u0627\u0648\u06cc\u0631&#8221; \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u06a9\u0627\u0646\u06cc \u0648 \u0639\u0645\u0642 \u0631\u0627 \u0628\u0647 \u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f \u06a9\u0647 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0648\u0628\u0639\u062f\u06cc \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062a\u0628\u062f\u06cc\u0644\u060c \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0648\u0641\u0642 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0634\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u0627\u0644 (ConvNets) \u0648 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc (ViTs) \u0631\u0627 \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0645\u0627\u0646\u0646\u062f ImageNet \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0628\u0647 \u0634\u062f\u062a \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n                <\/p>\n<\/li>\n<li>\n                <strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc (ViTs) \u062f\u0631 \u06a9\u0646\u0627\u0631 ConvNets:<\/strong><\/p>\n<p>\n                    \u0627\u062e\u06cc\u0631\u0627\u064b\u060c \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc (ViTs) \u062a\u0648\u0627\u0646\u0633\u062a\u0647\u200c\u0627\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0628\u06cc \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f \u0648 \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0646\u0633\u0628\u062a \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0686\u0627\u0631 \u0627\u0646\u0633\u062f\u0627\u062f\u060c \u0645\u0642\u0627\u0648\u0645\u200c\u062a\u0631 \u0647\u0633\u062a\u0646\u062f. \u0627\u0646\u0633\u062f\u0627\u062f (Occlusion) \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0644\u0627\u06cc\u0644 \u0627\u0635\u0644\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0636\u0639\u06cc\u0641 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0627\u0634\u06cc\u0627\u0621 \u067e\u0646\u0647\u0627\u0646 \u0645\u06cc\u200c\u0645\u0627\u0646\u062f \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0627\u0645\u0644 \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u06cc\u200c\u0634\u0648\u062f. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u060c \u0647\u0645 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc ConvNet \u0648 \u0647\u0645 \u0627\u0632 ViT \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0645\u0634\u0627\u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u062a\u0627 \u062a\u0641\u0627\u0648\u062a \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0627\u06cc\u0646 \u062f\u0648 \u0646\u0648\u0639 \u0645\u0639\u0645\u0627\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0686\u0627\u0631\u0686\u0648\u0628 simCrossTrans \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0647 \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0648 \u0636\u0639\u0641 \u0647\u0631\u06a9\u062f\u0627\u0645 \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062e\u0627\u0635 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n                <\/p>\n<\/li>\n<\/ol>\n<p>\n            \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0627\u06cc\u0646 \u062f\u0648 \u0627\u06cc\u062f\u0647\u060c simCrossTrans \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u062c\u0627\u0645\u0639\u060c \u0633\u0627\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644 \u0628\u0633\u0637 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u0628\u0647 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f.\n        <\/p>\n<\/p><\/div>\n<div class='section-box'>\n<h2>\u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/h2>\n<p>\n            \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 <span class=\"highlight\">SUN RGB-D<\/span>\u060c \u0646\u062a\u0627\u06cc\u062c \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0648 \u0631\u0648\u0634\u0646\u06af\u0631\u06cc \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a:\n        <\/p>\n<ul>\n<li>\n                <strong>\u0627\u0641\u0632\u0627\u06cc\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0686\u0634\u0645\u06af\u06cc\u0631:<\/strong> simCrossTrans \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0637\u0644\u0642 \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ConvNets\u060c \u062d\u062f\u0648\u062f <span class=\"highlight\">13.2%<\/span> \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ViTs\u060c \u062d\u062f\u0648\u062f <span class=\"highlight\">16.1%<\/span> \u0628\u0647\u0628\u0648\u062f \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0628\u0627\u0644\u0627\u06cc \u0631\u0648\u0634 \u062f\u0631 \u0627\u0646\u062a\u0642\u0627\u0644 \u062f\u0627\u0646\u0634 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u0627\u0633\u062a.\n            <\/li>\n<li>\n                <strong>\u0628\u0631\u062a\u0631\u06cc ViT \u0628\u0631 ConvNet:<\/strong> \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0639\u0645\u0644\u06a9\u0631\u062f ConvNet \u0648 ViT \u062f\u0631 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 ViT \u062d\u062f\u0648\u062f <span class=\"highlight\">9.7%<\/span> \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0647\u0645\u06cc\u062a \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc ViT \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062f\u0631\u06a9 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0646\u0633\u062f\u0627\u062f\u060c \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.\n            <\/li>\n<li>\n                <strong>\u0634\u06a9\u0633\u062a\u0646 \u0645\u0631\u0632\u0647\u0627\u06cc SOTA:<\/strong> \u0631\u0648\u06cc\u06a9\u0631\u062f simCrossTrans\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u062f\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0627 ViTs\u060c \u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0627\u0633\u062a \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0648\u062c\u0648\u062f (SOTA) \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0628\u0627 \u0627\u062e\u062a\u0644\u0627\u0641 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 <span class=\"highlight\">+15.4%<\/span> \u062f\u0631 \u0645\u0639\u06cc\u0627\u0631 mAP50 (mean Average Precision at IoU threshold of 0.5) \u067e\u06cc\u0634\u06cc \u0628\u06af\u06cc\u0631\u062f.\n            <\/li>\n<li>\n                <strong>\u0646\u0632\u062f\u06cc\u06a9\u06cc \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f SOTA \u062f\u0648\u0628\u0639\u062f\u06cc:<\/strong> \u06cc\u06a9\u06cc \u0627\u0632 \u0634\u06af\u0641\u062a\u200c\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc\u0646 \u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 simCrossTrans \u06a9\u0647 \u0635\u0631\u0641\u0627\u064b \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0639\u0645\u0642 (depth images) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062a\u0646\u0647\u0627 <span class=\"highlight\">1%<\/span> \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc SOTA \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 RGB (\u06a9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f) \u0641\u0627\u0635\u0644\u0647 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0633\u0637\u062d\u06cc \u0642\u0627\u0628\u0644 \u0631\u0642\u0627\u0628\u062a \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u062f.\n            <\/li>\n<\/ul><\/div>\n<div class='section-box'>\n<h2>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627<\/h2>\n<p>\n            \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0639\u0631\u0641\u06cc \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 <span class=\"highlight\">\u0633\u0627\u062f\u0647\u060c \u0642\u0627\u0628\u0644 \u0627\u0646\u0639\u0637\u0627\u0641 \u0648 \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f<\/span> \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u062d\u0648\u0632\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0631\u0628\u0627\u062a\u06cc\u06a9 \u062f\u0627\u0631\u062f:\n        <\/p>\n<ul>\n<li>\n                <strong>\u0646\u0627\u0648\u0628\u0631\u06cc \u0631\u0628\u0627\u062a\u06cc\u06a9 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646:<\/strong> \u0631\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u0648\u0633\u0627\u06cc\u0644 \u0646\u0642\u0644\u06cc\u0647 \u062e\u0648\u062f\u0631\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u062d\u06cc\u0637 \u0627\u0637\u0631\u0627\u0641 \u062e\u0648\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u0645\u0646\u060c \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0642\u06cc\u0642 \u0627\u0634\u06cc\u0627\u0621 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f. simCrossTrans \u0628\u0627 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u062f\u0634\u0648\u0627\u0631\u060c \u0628\u0647 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u06a9\u0645\u06a9 \u0634\u0627\u06cc\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.\n            <\/li>\n<li>\n                <strong>\u0648\u0627\u0642\u0639\u06cc\u062a \u0627\u0641\u0632\u0648\u062f\u0647 \u0648 \u0645\u062c\u0627\u0632\u06cc (AR\/VR):<\/strong> \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u062c\u0631\u0628\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0648 \u062a\u0639\u0627\u0645\u0644\u06cc \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc AR\/VR\u060c \u062f\u0631\u06a9 \u062f\u0642\u06cc\u0642 \u0627\u0634\u06cc\u0627\u0621 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0648 \u0645\u0648\u0642\u0639\u06cc\u062a \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u0641\u0636\u0627 \u062d\u06cc\u0627\u062a\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u062f\u0642\u062a \u0648 \u0631\u0648\u0627\u0646\u06cc \u0627\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647\u200c\u0647\u0627 \u0645\u0646\u062c\u0631 \u0634\u0648\u062f.\n            <\/li>\n<li>\n                <strong>\u0627\u0633\u06a9\u0646 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0648 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc:<\/strong> \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0639\u0645\u0627\u0631\u06cc\u060c \u0645\u0647\u0646\u062f\u0633\u06cc \u0648 \u0628\u0627\u0633\u062a\u0627\u0646\u200c\u0634\u0646\u0627\u0633\u06cc\u060c \u0627\u0633\u06a9\u0646 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0648 \u0627\u06cc\u062c\u0627\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0627\u0632 \u0627\u0634\u06cc\u0627\u0621 \u0648 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. simCrossTrans \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u062d\u0627\u0635\u0644 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0646\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.\n            <\/li>\n<li>\n                <strong>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u0648 \u0646\u0638\u0627\u0631\u062a\u06cc:<\/strong> \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u062f\u0631 \u0641\u0636\u0627\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0647\u062f\u06cc\u062f\u0627\u062a \u06cc\u0627 \u0631\u0635\u062f \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.\n            <\/li>\n<li>\n                <strong>\u062f\u0633\u062a\u0631\u0633\u06cc\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0646\u0648\u0631\u06cc \u06a9\u0645:<\/strong> \u0633\u0646\u0633\u0648\u0631\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc (\u0645\u0627\u0646\u0646\u062f LiDAR \u06cc\u0627 \u0633\u0646\u0633\u0648\u0631\u0647\u0627\u06cc \u0639\u0645\u0642) \u0646\u0633\u0628\u062a \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0646\u0648\u0631 \u06a9\u0645\u062a\u0631 \u062d\u0633\u0627\u0633 \u0647\u0633\u062a\u0646\u062f \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0639\u0645\u0642\u06cc \u062f\u0642\u06cc\u0642\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. simCrossTrans \u0627\u0645\u06a9\u0627\u0646 \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u062d\u062f\u0627\u06a9\u062b\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f.\n            <\/li>\n<\/ul>\n<p>\n            \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0648\u0628\u0639\u062f\u06cc (\u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0631\u0627\u0648\u0627\u0646 \u0648 \u0645\u062a\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646\u200c\u0647\u0627 \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a)\u060c \u0628\u0627\u0639\u062b \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062a\u0633\u0631\u06cc\u0639 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f.\n        <\/p>\n<\/p><\/div>\n<div class='section-box'>\n<h2>\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h2>\n<p>\n            \u0645\u0642\u0627\u0644\u0647 &#8220;simCrossTrans: A Simple Cross-Modality Transfer Learning for Object Detection with ConvNets or Vision Transformers&#8221; \u06af\u0627\u0645\u06cc \u0645\u0647\u0645 \u062f\u0631 \u062c\u0647\u062a \u062a\u0633\u0647\u06cc\u0644 \u0648 \u0627\u0631\u062a\u0642\u0627\u0621 \u0633\u0637\u062d \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0627\u0632 \u062d\u0648\u0632\u0647 \u062f\u0648\u0628\u0639\u062f\u06cc \u0628\u0647 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc\u060c \u0628\u0631\u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc \u0686\u0627\u0631\u0686\u0648\u0628 <span class=\"highlight\">simCrossTrans<\/span>\u060c \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f <span class=\"highlight\">\u0633\u0627\u062f\u0647\u060c \u06a9\u0627\u0631\u0622\u0645\u062f \u0648 \u0642\u0627\u0628\u0644 \u0628\u0633\u0637<\/span> \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.\n        <\/p>\n<p>\n            \u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0645\u0628\u0646\u06cc \u0628\u0631 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u0628\u0631\u062a\u0631\u06cc \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc (ViTs) \u0646\u0633\u0628\u062a \u0628\u0647 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u0627\u0644 (ConvNets) \u062f\u0631 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628\u060c \u0648 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c <span class=\"highlight\">\u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0631\u0642\u0627\u0628\u062a\u06cc<\/span> \u0628\u0627 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u060c \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0628\u0627\u0644\u0627\u06cc \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0627\u0633\u062a. \u0642\u0627\u0628\u0644\u06cc\u062a simCrossTrans \u062f\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u06a9\u0631\u062f\u0646 \u0641\u0627\u0635\u0644\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0635\u0631\u0641 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 RGB\u060c \u06cc\u06a9 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f.\n        <\/p>\n<p>\n            \u0627\u06cc\u0646 \u062a\u062d\u0642\u06cc\u0642 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u062c\u0627\u0645\u0639\u0647 \u0639\u0644\u0645\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0645\u0633\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u200c\u062a\u0631 \u0648 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631 \u062f\u0631 \u0631\u0628\u0627\u062a\u06cc\u06a9\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646\u060c \u0648\u0627\u0642\u0639\u06cc\u062a \u0645\u062c\u0627\u0632\u06cc \u0648 \u0633\u0627\u06cc\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u062f\u0631\u06a9 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0627\u0632 \u0645\u062d\u06cc\u0637 \u0647\u0645\u0648\u0627\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u0627\u0646\u062a\u0634\u0627\u0631 \u06a9\u062f \u0648 \u0645\u062f\u0644\u200c\u0647\u0627 \u0646\u06cc\u0632 \u0628\u0647 \u062a\u0633\u0631\u06cc\u0639 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0648 \u062a\u0648\u0633\u0639\u0647\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u06a9\u0645\u06a9 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f.\n        <\/p>\n<\/p><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 [&hellip;]<\/p>\n","protected":false},"featured_media":208799,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[137319,137318],"product_tag":[107,13775,1841,190077,143093,190076,1840,1148,80985,139483,57900,141143,1675,1145,1843,10810,190074,91326,141737,81292,1227,1834,188510,1138,1671,172146,29461,190075,1835,170359,13770,190073,15175,40178,261,137984,10805,674],"class_list":{"0":"post-224818","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-arxiv","7":"product_cat-137318","8":"product_tag-artificial-intelligence","9":"product_tag-computer-science","10":"product_tag-computer-vision","11":"product_tag-convnets","12":"product_tag-convolutional-networks","13":"product_tag-cross-modality","14":"product_tag-deep-learning","15":"product_tag-image-processing","16":"product_tag-knowledge-transfer","17":"product_tag-learning-models","18":"product_tag-modeling","19":"product_tag-multi-modal-data","20":"product_tag-natural-language-processing","21":"product_tag-neural-networks","22":"product_tag-object-detection","23":"product_tag-reinforcement-learning","24":"product_tag-simcrosstrans","25":"product_tag-transfer-learning","26":"product_tag-vision-transformers","27":"product_tag-81292","28":"product_tag-1227","29":"product_tag-1834","30":"product_tag-188510","31":"product_tag-1138","32":"product_tag-1671","33":"product_tag-172146","34":"product_tag-29461","35":"product_tag---english-tag","36":"product_tag-1835","37":"product_tag-170359","38":"product_tag-13770","39":"product_tag-190073","40":"product_tag-15175","41":"product_tag-40178","42":"product_tag-261","43":"product_tag-137984","44":"product_tag-10805","45":"product_tag-674","46":"pmpro-has-access","47":"desktop-align-left","48":"tablet-align-left","49":"mobile-align-left","51":"first","52":"instock","53":"downloadable","54":"virtual","55":"purchasable","56":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/express24.ir\/d\/product\/2203-10456\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"og:description\" content=\"\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/express24.ir\/d\/product\/2203-10456\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/express24.ir\/d\/product\/2203-10456\/\",\"url\":\"https:\/\/express24.ir\/d\/product\/2203-10456\/\",\"name\":\"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"isPartOf\":{\"@id\":\"https:\/\/express24.ir\/d\/#website\"},\"datePublished\":\"2025-11-03T04:42:30+00:00\",\"dateModified\":\"2025-11-03T04:42:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/express24.ir\/d\/product\/2203-10456\/#breadcrumb\"},\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/express24.ir\/d\/product\/2203-10456\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/express24.ir\/d\/product\/2203-10456\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u062e\u0627\u0646\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/express24.ir\/d\/#website\",\"url\":\"https:\/\/express24.ir\/d\/\",\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/express24.ir\/d\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fa-IR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/express24.ir\/d\/product\/2203-10456\/","og_locale":"fa_IR","og_type":"article","og_title":"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","og_description":"\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 [&hellip;]","og_url":"https:\/\/express24.ir\/d\/product\/2203-10456\/","og_site_name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","twitter_card":"summary_large_image","twitter_misc":{"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646":"1 \u062f\u0642\u06cc\u0642\u0647"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/express24.ir\/d\/product\/2203-10456\/","url":"https:\/\/express24.ir\/d\/product\/2203-10456\/","name":"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","isPartOf":{"@id":"https:\/\/express24.ir\/d\/#website"},"datePublished":"2025-11-03T04:42:30+00:00","dateModified":"2025-11-03T04:42:30+00:00","breadcrumb":{"@id":"https:\/\/express24.ir\/d\/product\/2203-10456\/#breadcrumb"},"inLanguage":"fa-IR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/express24.ir\/d\/product\/2203-10456\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/express24.ir\/d\/product\/2203-10456\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u062e\u0627\u0646\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":2,"name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":3,"name":"\u0645\u0642\u0627\u0644\u0647 simCrossTrans: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u06cc\u0646\u200c\u0648\u062c\u0647\u06cc \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u0621 \u0628\u0627 \u06a9\u0627\u0646\u0648\u0646\u062a\u200c\u0647\u0627 \u06cc\u0627 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc"}]},{"@type":"WebSite","@id":"https:\/\/express24.ir\/d\/#website","url":"https:\/\/express24.ir\/d\/","name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/express24.ir\/d\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fa-IR"}]}},"_links":{"self":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product\/224818","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/comments?post=224818"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media\/208799"}],"wp:attachment":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media?parent=224818"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_cat?post=224818"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_tag?post=224818"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}