{"id":2129,"date":"2023-03-05T11:06:01","date_gmt":"2023-03-05T11:06:01","guid":{"rendered":"http:\/\/147.182.205.39\/lesson\/%e0%a4%aa%e0%a4%be%e0%a4%a0-13-%e0%a4%8f%e0%a4%86%e0%a4%88-%e0%a4%94%e0%a4%b0-%e0%a4%ab%e0%a5%87%e0%a4%b8-%e0%a4%a1%e0%a4%bf%e0%a4%9f%e0%a5%87%e0%a4%95%e0%a5%8d%e0%a4%b6%e0%a4%a8-%e0%a4%95%e0%a4%be\/"},"modified":"2023-03-20T12:28:10","modified_gmt":"2023-03-20T12:28:10","slug":"%e0%a4%aa%e0%a4%be%e0%a4%a0-13-%e0%a4%8f%e0%a4%86%e0%a4%88-%e0%a4%94%e0%a4%b0-%e0%a4%ab%e0%a5%87%e0%a4%b8-%e0%a4%a1%e0%a4%bf%e0%a4%9f%e0%a5%87%e0%a4%95%e0%a5%8d%e0%a4%b6%e0%a4%a8-%e0%a4%95%e0%a4%be","status":"publish","type":"lesson","link":"https:\/\/stemlab.org.in\/hi\/lesson\/%e0%a4%aa%e0%a4%be%e0%a4%a0-13-%e0%a4%8f%e0%a4%86%e0%a4%88-%e0%a4%94%e0%a4%b0-%e0%a4%ab%e0%a5%87%e0%a4%b8-%e0%a4%a1%e0%a4%bf%e0%a4%9f%e0%a5%87%e0%a4%95%e0%a5%8d%e0%a4%b6%e0%a4%a8-%e0%a4%95%e0%a4%be\/","title":{"rendered":"Lesson 13: Introduction to AI and Face Detection"},"content":{"rendered":"<h2><span lang=\"EN\">Intelligence<\/span><\/h2>\n<p>What is intelligence? \u092e\u0928\u0941\u0937\u094d\u092f \u0915\u094b \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u092a\u094d\u0930\u093e\u0923\u0940 \u0915\u094d\u092f\u093e \u092c\u0928\u093e\u0924\u093e \u0939\u0948? \u092e\u0936\u0940\u0928 \u0915\u094b \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u090f?<br \/>\n<img fetchpriority=\"high\" decoding=\"async\" class=\"alignright wp-image-1948 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image166.png\" alt=\"\" width=\"569\" height=\"407\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image166.png 569w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image166-300x215.png 300w\" sizes=\"(max-width: 569px) 100vw, 569px\" \/><\/p>\n<p><em>Artificial Intelligence<\/em> \u092f\u093e <em>AI<\/em> \u0936\u092c\u094d\u0926 \u0938\u0941\u0928\u0924\u0947 \u0939\u0940 \u0906\u092a\u0915\u0947 \u0926\u093f\u092e\u093e\u0917 \u092e\u0947\u0902 \u092f\u0947 \u0938\u092d\u0940 \u0938\u0935\u093e\u0932 \u0909\u0920\u0947\u0902\u0917\u0947\u0964 \u0939\u092e \u092f\u0939\u093e\u0902 AI \u0915\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925-\u0938\u093e\u0925 \u0907\u0928 \u0938\u092d\u0940 \u0938\u0935\u093e\u0932\u094b\u0902 \u0915\u0947 \u091c\u0935\u093e\u092c \u0926\u0947\u0916\u0947\u0902\u0917\u0947\u0964<\/p>\n<p><strong><em>\u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0924\u0930\u094d\u0915 (intelligence reasoning), \u0938\u092e\u091d, \u0906\u0924\u094d\u092e-\u091c\u093e\u0917\u0930\u0942\u0915\u0924\u093e, \u0938\u0940\u0916\u0928\u0947, \u092d\u093e\u0935\u0928\u093e\u0924\u094d\u092e\u0915 \u091c\u094d\u091e\u093e\u0928, \u092f\u094b\u091c\u0928\u093e, \u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915\u0924\u093e \u0914\u0930 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u094b \u0938\u0941\u0932\u091d\u093e\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u0948\u0964<\/em><\/strong><\/p>\n<p>\u092e\u093e\u0928\u0935 \u092c\u0941\u0926\u094d\u0927\u093f \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0935\u0930\u094d\u0923\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948<\/p>\n<ol>\n<li><strong>\u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0926\u0947\u0916\u0928\u0947, \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0909\u0938\u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940<\/strong> \u0915\u094d\u0937\u092e\u0924\u093e\u0964<\/li>\n<li><strong>\u0938\u0940\u0916\u0928\u0947 \u0914\u0930 \u091c\u094d\u091e\u093e\u0928 \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0940<\/strong> \u0915\u094d\u0937\u092e\u0924\u093e\u0964<\/li>\n<li><strong>\u091c\u094d\u091e\u093e\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947<\/strong> \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0964<\/li>\n<\/ol>\n<h2>Animal Intelligence<\/h2>\n<p>\u0905\u0927\u093f\u0915\u093e\u0902\u0936 \u091c\u093e\u0928\u0935\u0930\u094b\u0902 \u092e\u0947\u0902, \u0909\u0928\u0915\u0947 <strong>\u0915\u094c\u0936\u0932 \u0914\u0930 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0902 \u091c\u0940\u0935\u093f\u0924 \u0930\u0939\u0928\u0947 \u0924\u0915 \u0939\u0940 \u0938\u0940\u092e\u093f\u0924 \u0939\u0948\u0902<\/strong>\u0964 \u092f\u0939\u093e\u0902 \u0915\u0941\u091b \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u090f \u0917\u090f \u0939\u0948\u0902:<\/p>\n<ol>\n<li><strong>\u0921\u093e\u0932\u094d\u092b\u093f\u0928<\/strong>: \u0921\u0949\u0932\u094d\u092b\u093c\u093f\u0928 \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u093f\u0932\u0928\u0938\u093e\u0930 \u092a\u094d\u0930\u093e\u0923\u0940 \u0939\u0948\u0902 \u091c\u093f\u0928\u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u0928\u093f\u0935\u093e\u0938 \u0938\u094d\u0925\u093e\u0928 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u0948\u0964 \u0918\u093e\u092f\u0932 \u092f\u093e \u092c\u0940\u092e\u093e\u0930 \u0939\u094b\u0928\u0947 \u092a\u0930 \u0935\u0947 \u090f\u0915 \u0926\u0942\u0938\u0930\u0947 \u0915\u0940 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u092a\u0928\u0940 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0915\u0949\u0932 \u0915\u0947 \u0932\u093f\u090f \u0927\u0928\u094d\u092f\u0935\u093e\u0926, \u0935\u0947 \u0905\u092a\u0928\u0947 \u091c\u094d\u091e\u093e\u0928 \u0915\u094b \u0926\u0942\u0938\u0930\u094b\u0902 \u0924\u0915 \u092a\u0939\u0941\u0901\u091a\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0924\u094b\u0924\u0947<\/strong>: \u092f\u0947 \u092a\u0915\u094d\u0937\u0940 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092e\u093e\u0928\u0935\u0940\u092f \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a \u092f\u094b\u0917\u094d\u092f\u0924\u093e \u0930\u0916\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0928\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u0924\u094b\u0924\u0947 \u0915\u0947 \u092a\u093e\u0938 \u090f\u0915 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0938\u094d\u092e\u0943\u0924\u093f \u0939\u094b\u0924\u0940 \u0939\u0948 \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u091c\u091f\u093f\u0932 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u094b \u0939\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0940 \u0939\u0948 (\u091c\u0948\u0938\u0947 \u0915\u093f \u0905\u092a\u0928\u0947 \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u0947 \u0926\u094b\u0938\u094d\u0924 \u0915\u093e \u091c\u0928\u094d\u092e\u0926\u093f\u0928 \u0915\u0948\u0938\u0947 \u092f\u093e\u0926 \u0930\u0916\u0947\u0902)\u0964<\/li>\n<li><strong>\u0939\u093e\u0925\u0940<\/strong> : \u0939\u093e\u0925\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u092d\u0940 \u092d\u0942\u092e\u093f \u091c\u093e\u0928\u0935\u0930\u094b\u0902 \u0915\u093e \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u093e \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u091c\u093e\u0928\u0935\u0930 \u0938\u093e\u092e\u093e\u091c\u093f\u0915\u0915\u0930\u0923 (renowned) \u0915\u0940 \u0905\u092a\u0928\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0938\u093f\u0926\u094d\u0927 \u0939\u0948\u0902 \u0914\u0930 \u0916\u0941\u0936\u0940 \u0914\u0930 \u0915\u0930\u0941\u0923\u093e \u0915\u0947 \u0938\u093e\u0925-\u0938\u093e\u0925 \u0926\u0930\u094d\u0926 \u0914\u0930 \u0936\u094b\u0915 \u0938\u0939\u093f\u0924 \u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u0940 \u090f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0935\u094d\u092f\u0915\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u092a\u0930\u094b\u092a\u0915\u093e\u0930\u093f\u0924\u093e (altruism) \u0914\u0930 \u0906\u0924\u094d\u092e-\u091c\u093e\u0917\u0930\u0942\u0915\u0924\u093e \u0915\u0947 \u0915\u093e\u0930\u094d\u092f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u092e \u0907\u0902\u0938\u093e\u0928\u094b\u0902 \u0938\u0947 \u092d\u0940 \u092c\u0921\u093c\u0940 \u092f\u093e\u0926\u0926\u093e\u0936\u094d\u0924 \u0915\u0947 \u0938\u093e\u0925, \u090f\u0915 \u0939\u093e\u0925\u0940 \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u0915\u092d\u0940 \u0928\u0939\u0940\u0902 \u092d\u0942\u0932\u0924\u093e!<\/li>\n<\/ol>\n<p><img decoding=\"async\" class=\"alignnone wp-image-1954 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image169.jpg\" alt=\"\" width=\"309\" height=\"194\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image169.jpg 309w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image169-300x188.jpg 300w\" sizes=\"(max-width: 309px) 100vw, 309px\" \/> <img decoding=\"async\" class=\"alignnone wp-image-1952 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image168.jpg\" alt=\"\" width=\"326\" height=\"196\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image168.jpg 740w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image168-300x180.jpg 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image168-624x374.jpg 624w\" sizes=\"(max-width: 326px) 100vw, 326px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1950 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image167.jpg\" alt=\"\" width=\"332\" height=\"193\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image167.jpg 748w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image167-300x174.jpg 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image167-624x363.jpg 624w\" sizes=\"(max-width: 332px) 100vw, 332px\" \/><\/p>\n<h2>Are Computers Intelligent?<\/h2>\n<p>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u0947 \u0905\u092d\u094d\u092f\u0938\u094d\u0924 \u0939\u0948\u0902<\/p>\n<ul>\n<li>\u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c, \u091a\u093f\u0924\u094d\u0930 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u091c\u0948\u0938\u0940 <strong>\u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0909\u0928\u0915\u0940 \u0938\u094d\u092e\u0943\u0924\u093f \u092e\u0947\u0902 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u0930\u0947\u0902<\/strong> , \u091c\u093f\u0938\u0947 \u0906\u092a \u0924\u0941\u0930\u0902\u0924 \u090f\u0915\u094d\u0938\u0947\u0938 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u0910\u0938\u0947 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u091a\u0932\u093e\u090f\u0901 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u0909\u0938\u0915\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u094b \u0939\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932 \u0938\u0915\u0947 \u091c\u0948\u0938\u0947 <strong>\u0917\u0923\u0928\u093e (calculations)<\/strong> \u0915\u0930\u0928\u093e, \u0906\u0926\u093f\u0964<\/li>\n<li>\u0916\u0947\u0932 \u0916\u0947\u0932\u0947\u0902\u0964<\/li>\n<li><strong>\u092b\u093f\u0932\u094d\u092e\u0947\u0902 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0926\u0947\u0916\u0947\u0902<\/strong> \u0964<\/li>\n<li><strong>\u0907\u0902\u091f\u0930\u0928\u0947\u091f \u092a\u0930 \u0938\u0930\u094d\u092b\u093c \u0915\u0930\u0947\u0902\u0964<\/strong><\/li>\n<\/ul>\n<p>\u0915\u093e\u0930\u094d\u092f \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0939\u0948 \u0914\u0930 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u091a\u0932\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0928\u0939\u0940\u0902 \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0907\u0938\u092e\u0947\u0902 \u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u0915\u094b\u0908 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0936\u093e\u092e\u093f\u0932 \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0915\u0947 \u0915\u0941\u091b \u0938\u0947\u091f \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p>\u0932\u0947\u0915\u093f\u0928, \u091c\u092c \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0910\u0938\u0947 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u0938\u0947 \u0932\u0948\u0938 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u092a\u0928\u0947 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0915\u0939\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0906\u0907\u090f \u0915\u0941\u091b \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u0947\u0916\u0947\u0902:<\/p>\n<ol>\n<li><strong>\u0938\u0947\u0932\u094d\u092b \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u093e\u0930<\/strong> : \u0935\u0947 \u0905\u092a\u0928\u0947 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0915\u094b \u092a\u0939\u091a\u093e\u0928 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0938\u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0915\u093e\u0930\u094d\u092f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092d\u093e\u0935\u0928\u093e \u092a\u0939\u091a\u093e\u0928\u0915\u0930\u094d\u0924\u093e<\/strong> : \u0935\u0947 \u0905\u092a\u0928\u0947 \u091c\u094d\u091e\u093e\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u093e\u0928\u0935 \u0915\u0940 \u092d\u093e\u0935\u0928\u093e \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>AI Bots In-Game<\/strong> : \u0935\u0947 \u0917\u0947\u092e \u0916\u0947\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u0948\u0938\u0947 \u0915\u093f \u0915\u094b\u0908 \u0907\u0902\u0938\u093e\u0928 \u0916\u0947\u0932 \u0930\u0939\u093e \u0939\u094b\u0964<\/li>\n<li><strong>\u090f\u0932\u0947\u0915\u094d\u0938\u093e \u092f\u093e \u0939\u094b\u092e \u092a\u0949\u0921 (\u0938\u093f\u0930\u0940)<\/strong> : \u092f\u0939 \u092a\u0939\u091a\u093e\u0928\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u092a \u0915\u094d\u092f\u093e \u0915\u0939\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0938\u0940 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1962 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image171.png\" alt=\"\" width=\"390\" height=\"303\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image171.png 563w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image171-300x233.png 300w\" sizes=\"(max-width: 390px) 100vw, 390px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1966 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image173.gif\" alt=\"\" width=\"369\" height=\"278\"><\/p>\n<p><strong> \u092b\u0947\u0938 \u090f\u0915\u094d\u0938\u092a\u094d\u0930\u0947\u0936\u0928 \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0917\u0947\u092e\u094d\u0938<\/strong><strong>             <\/strong><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1964 alignnone\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image172.png\" alt=\"\" width=\"387\" height=\"243\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image172.png 640w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image172-300x188.png 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image172-624x392.png 624w\" sizes=\"(max-width: 387px) 100vw, 387px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1956 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image170.jpg\" alt=\"\" width=\"367\" height=\"258\"><\/p>\n<p><strong>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u0928 \u091a\u0948\u091f<\/strong><\/p>\n<h2>Artificial Intelligence<\/h2>\n<p>\u092f\u0939 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u090f\u091c\u0947\u0902\u091f\u094b\u0902 (\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930) \u0915\u093e \u0905\u0927\u094d\u092f\u092f\u0928 \u0914\u0930 \u0921\u093f\u091c\u093e\u0907\u0928 \u0939\u0948 \u091c\u094b \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u092b\u0932\u0924\u093e \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0930\u0916\u0924\u093e \u0939\u0948\u0964 \u090f\u0915 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u094b \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u092f\u0926\u093f \u0909\u0938\u092e\u0947\u0902 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0928\u0947, \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0938\u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092c\u0939\u0941\u0924 \u0915\u092e \u092f\u093e \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092e\u093e\u0928\u0935\u0940\u092f \u0939\u0938\u094d\u0924\u0915\u094d\u0937\u0947\u092a \u0915\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0915\u093f\u0938\u0940 \u0915\u093e\u0930\u094d\u092f \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n<h2>Advantages of AI<\/h2>\n<p>AI \u092e\u0936\u0940\u0928 \u0915\u0947 \u0907\u0902\u0938\u093e\u0928\u094b\u0902 \u092a\u0930 \u0915\u0908 \u092b\u093e\u092f\u0926\u0947 \u0939\u0948\u0902\u0964 \u0909\u0928\u092e\u0947\u0902 \u0938\u0947 \u0915\u0941\u091b \u0939\u0948\u0902:<\/p>\n<ol>\n<li>\u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 (execution) \u0915\u0940 \u0917\u0924\u093f <strong>:<\/strong> \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u0940 \u092f\u093e\u0926\u0926\u093e\u0936\u094d\u0924 (memories) \u092c\u0947\u0939\u0924\u0930 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0909\u0928\u094d\u0939\u0947\u0902 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0926\u0940 \u091c\u093e \u0938\u0915\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0907\u0938\u0947 \u0932\u0917\u092d\u0917 \u0924\u0941\u0930\u0902\u0924 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u092c\u0915\u093f \u090f\u0915 \u0921\u0949\u0915\u094d\u091f\u0930 ~ 10 \u092e\u093f\u0928\u091f \u092e\u0947\u0902 \u0928\u093f\u0926\u093e\u0928 (diagnosis) \u0915\u0930 \u0926\u0947\u0924\u093e \u0939\u0948, \u090f\u0915 AI \u0938\u093f\u0938\u094d\u091f\u092e \u090f\u0915 \u0939\u0940 \u0905\u0935\u0927\u093f \u092e\u0947\u0902 \u090f\u0915 \u092e\u093f\u0932\u093f\u092f\u0928 \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li>\u0935\u0947 \u0906\u0932\u0938\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902 <strong>:<\/strong> \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u094b \u092e\u0928\u0941\u0937\u094d\u092f\u094b\u0902 \u0915\u0940 \u0924\u0930\u0939 \u0928\u0940\u0902\u0926 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0935\u0947 \u092c\u093f\u0928\u093e \u0925\u0915\u0947 \u0914\u0930 \u091a\u094c\u092c\u0940\u0938\u094b\u0902 \u0918\u0902\u091f\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e (calculate), \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (analyze) \u0914\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 (perform) \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u0938\u091f\u0940\u0915\u0924\u093e <strong>:<\/strong> \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u0941\u091b \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u0939\u0941\u0924 \u0909\u091a\u094d\u091a \u0938\u091f\u0940\u0915\u0924\u093e \u0930\u0916\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u0915\u092e \u092a\u0915\u094d\u0937\u092a\u093e\u0924\u0940 (Biased) <strong>:<\/strong> \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092d\u093e\u0935\u0928\u093e\u0913\u0902, \u091a\u093e\u0939\u0924\u094b\u0902, \u091c\u0930\u0942\u0930\u0924\u094b\u0902 \u0914\u0930 \u0905\u0928\u094d\u092f \u0915\u093e\u0930\u0915\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0905\u0915\u094d\u0938\u0930 \u0939\u092e\u093e\u0930\u0947 \u0928\u093f\u0930\u094d\u0923\u092f \u0914\u0930 \u092c\u0941\u0926\u094d\u0927\u093f \u0915\u094b \u0922\u0901\u0915 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ol>\n<h2>AI vs Human Intelligence<\/h2>\n<p>AI \u0939\u092e artificial intelligence \u0914\u0930 human intelligence \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0926\u0947\u0916\u0947\u0902\u0964<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"302\"><strong><em>ARTIFICIAL INTELLIGENCE<\/em><\/strong><\/td>\n<td width=\"293\"><strong><em>HUMAN INTELLIGENCE<\/em><\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u092e\u093e\u0928\u0935 \u092c\u0941\u0926\u094d\u0927\u093f \u0926\u094d\u0935\u093e\u0930\u093e \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e<\/td>\n<td width=\"293\">\u0935\u093f\u0915\u093e\u0938\u0935\u093e\u0926\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0924\u0947\u091c\u0940 \u0938\u0947 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930\u0947\u0902<\/td>\n<td width=\"293\">\u0914\u0930 \u0927\u0940\u092e\u093e<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0935\u0938\u094d\u0924\u0941\u0928\u093f\u0937\u094d\u0920 (objective)<\/td>\n<td width=\"293\">\u0935\u094d\u092f\u0915\u094d\u0924\u093f\u092a\u0930\u0915 (subjective) \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915<\/td>\n<td width=\"293\">\u0936\u093e\u092f\u0926 \u0915\u092e \u0938\u091f\u0940\u0915<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u094b \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0938\u094d\u0935\u0940\u0915\u093e\u0930 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u093e<\/td>\n<td width=\"293\">\u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u0907\u0924\u0928\u0940 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u092e\u0932\u094d\u091f\u0940\u091f\u093e\u0938\u094d\u0915 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u0947<\/td>\n<td width=\"293\">\u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u092e\u0932\u094d\u091f\u0940\u091f\u093e\u0938\u094d\u0915<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u0914\u0938\u0924 \u0938\u093e\u092e\u093e\u091c\u093f\u0915 \u0915\u094c\u0936\u0932 \u0938\u0947 \u0928\u0940\u091a\u0947<\/td>\n<td width=\"293\">\u0914\u0938\u0924\u0928 \u092c\u0947\u0939\u0924\u0930 \u0938\u093e\u092e\u093e\u091c\u093f\u0915 \u0915\u094c\u0936\u0932<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u0905\u0928\u0941\u0915\u0942\u0932\u0928 (Optimization)<\/td>\n<td width=\"293\">\u0928\u0935\u093e\u091a\u093e\u0930 (Innovation)<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u0938\u0938\u094d\u0924\u093e (Cheap)<\/td>\n<td width=\"293\">\u092e\u0939\u0901\u0917\u093e (Expensive)<\/td>\n<\/tr>\n<tr>\n<td width=\"302\">\u092a\u0915\u094d\u0937\u092a\u093e\u0924\u0940 (Biased)<\/td>\n<td width=\"293\">\u092a\u0915\u094d\u0937\u092a\u093e\u0924\u0940 (Biased)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Application of AI<\/h2>\n<ol>\n<li>\u0938\u0941\u0930\u0915\u094d\u0937\u093e <strong>:<\/strong> \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0948\u092e\u0930\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u092b\u0941\u091f\u0947\u091c \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0906\u092a\u0930\u093e\u0927\u093f\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f AI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0906\u092a\u0930\u093e\u0927\u093f\u0915 \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u0915\u0940 \u0924\u0924\u094d\u0915\u093e\u0932 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0914\u0930 \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1968 size-full alignright\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image174.jpg\" alt=\"\" width=\"540\" height=\"540\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image174.jpg 540w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image174-300x300.jpg 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image174-150x150.jpg 150w\" sizes=\"(max-width: 540px) 100vw, 540px\" \/><\/li>\n<li>\u0930\u0916\u0930\u0916\u093e\u0935 <strong>:<\/strong> \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0938\u0921\u093c\u0915\u094b\u0902 \u0915\u0947 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0936\u0939\u0930\u094b\u0902 \u0915\u094b \u092f\u0939 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948 \u0915\u093f \u0915\u092c \u0914\u0930 \u0915\u0939\u093e\u0901 \u092e\u0930\u092e\u094d\u092e\u0924 \u0915\u0940 \u091c\u093e\u0928\u0940 \u091a\u093e\u0939\u093f\u090f, \u092a\u0948\u0938\u0947 \u0915\u0940 \u092c\u091a\u0924 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930\u0964<\/li>\n<li>\u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u091c\u0930\u0942\u0930\u0924\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0928\u093e <strong>:<\/strong> \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0936\u0939\u0930 \u0928\u093e\u0917\u0930\u093f\u0915\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u091c\u0930\u0942\u0930\u0924\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f AI \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902, \u090a\u0930\u094d\u091c\u093e \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u090f \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948 \u092f\u093e \u0938\u094d\u0925\u093e\u092f\u0940 \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u0914\u0930 \u0938\u0902\u092a\u0924\u094d\u0924\u093f \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0914\u0930 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u092a\u094d\u0930\u0926\u0942\u0937\u0923 \u0915\u094b \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u093e <strong>:<\/strong> \u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915\u094b\u0902 \u0928\u0947 AI \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u092a\u094d\u0930\u0926\u0942\u0937\u0923 \u0915\u0947 \u0938\u094d\u0924\u0930 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0926\u094b \u0918\u0902\u091f\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0928\u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0924\u0915\u0928\u0940\u0915 \u092c\u0928\u093e\u0908 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u092a\u094d\u0930\u092d\u093e\u0935 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0915\u094d\u0930\u093f\u092f \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li>\u092a\u093e\u0930\u094d\u0915\u093f\u0902\u0917 \u0938\u093f\u0938\u094d\u091f\u092e <strong>:<\/strong> \u0932\u093e\u0907\u0938\u0947\u0902\u0938 \u092a\u094d\u0932\u0947\u091f \u092a\u0939\u091a\u093e\u0928 \u0924\u0915\u0928\u0940\u0915 \u0915\u093e\u0930 \u092a\u093e\u0930\u094d\u0915\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0928 \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u094b\u091c\u093f\u0924 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948 \u091c\u094b \u0906\u0935\u0902\u091f\u093f\u0924 \u0938\u092e\u092f \u0938\u0947 \u0905\u0927\u093f\u0915 \u0930\u0941\u0915\u0947 \u0939\u0941\u090f \u0939\u0948\u0902\u0964<\/li>\n<\/ol>\n<h2><\/h2>\n<h2>Face Detection<\/h2>\n<blockquote><p><strong><em>\u091a\u0947\u0939\u0930\u093e \u092a\u0939\u091a\u093e\u0928 \u090f\u0915 \u091b\u0935\u093f \u092e\u0947\u0902 \u092e\u093e\u0928\u0935\u0940\u092f \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0935\u0948\u0915\u0932\u094d\u092a\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091a\u0947\u0939\u0930\u0947 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0921\u0947\u091f\u093e \u0935\u093e\u092a\u0938 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948<\/em><\/strong><\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1970 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image175.jpg\" alt=\"\" width=\"580\" height=\"266\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image175.jpg 580w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image175-300x138.jpg 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/p>\n<p>\u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0935\u093f\u0927\u093f \u091c\u091f\u093f\u0932 \u0939\u0948 \u0915\u094d\u092f\u094b\u0902\u0915\u093f, \u092e\u093e\u0928\u0935 \u091a\u0947\u0939\u0930\u0947 \u090f\u0915 \u0926\u0942\u0938\u0930\u0947 \u0938\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902! \u0909\u0928\u0915\u0947 \u0905\u0932\u0917-\u0905\u0932\u0917 \u092a\u094b\u091c\u093c, \u090f\u0915\u094d\u0938\u092a\u094d\u0930\u0947\u0936\u0928, \u092a\u094b\u091c\u093c\u093f\u0936\u0928, \u0913\u0930\u093f\u090f\u0902\u091f\u0947\u0936\u0928, \u0924\u094d\u0935\u091a\u093e \u0915\u0947 \u0930\u0902\u0917, \u091a\u0936\u094d\u092e\u093e \u092f\u093e \u091a\u0947\u0939\u0930\u0947 \u0915\u0947 \u092c\u093e\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u092f\u093e \u0928\u0939\u0940\u0902, \u0906\u0926\u093f\u0964<\/p>\n<h2>Knowledge-Based Detection<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-1972 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image176.jpg\" alt=\"\" width=\"500\" height=\"450\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image176.jpg 500w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image176-300x270.jpg 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/h2>\n<p>\u091c\u094d\u091e\u093e\u0928 \u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u0926\u094d\u0927\u0924\u093f \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u090f\u0915 \u0938\u092e\u0942\u0939 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948 \u0914\u0930 \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0928\u0935 \u091c\u094d\u091e\u093e\u0928 \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u090f\u0915 \u091a\u0947\u0939\u0930\u093e \u0905\u0915\u094d\u0938\u0930 \u0926\u094b \u0906\u0901\u0916\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0926\u093f\u0916\u093e\u0908 \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u094b \u090f\u0915 \u0926\u0942\u0938\u0930\u0947 \u0915\u0947 \u0938\u092e\u092e\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u090f\u0915 \u0928\u093e\u0915 \u0914\u0930 \u090f\u0915 \u092e\u0941\u0901\u0939\u0964<\/p>\n<p>Pros:<\/p>\n<ol>\n<li>\u0938\u0930\u0932 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0928\u093e \u0906\u0938\u093e\u0928 \u0939\u0948\u0964<\/li>\n<li>\u0915\u094b\u0921\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930, \u090f\u0915 \u0907\u0928\u092a\u0941\u091f \u091b\u0935\u093f \u092e\u0947\u0902 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0939\u0932\u0947 \u0928\u093f\u0915\u093e\u0932\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0914\u0930 \u091a\u0947\u0939\u0930\u0947 \u0915\u0947 \u0909\u092e\u094d\u092e\u0940\u0926\u0935\u093e\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ol>\n<p>Cons:<\/p>\n<ol>\n<li>\u092e\u093e\u0928\u0935 \u091c\u094d\u091e\u093e\u0928 \u0915\u094b \u0928\u093f\u092f\u092e\u094b\u0902 \u092e\u0947\u0902 \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u0905\u0928\u0941\u0935\u093e\u0926\u093f\u0924 \u0915\u0930\u0928\u093e \u0915\u0920\u093f\u0928 \u0939\u0948\u0964\n<ol>\n<li>\u0935\u093f\u0938\u094d\u0924\u0943\u0924 (Detailed) \u0928\u093f\u092f\u092e \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u092b\u0932 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0928\u093f\u092f\u092e \u0915\u093f, &#8216;\u090f\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f \u0915\u0947 \u092a\u093e\u0938 \u0926\u094b \u0906\u0902\u0916\u0947\u0902 \u0939\u094b\u0928\u0940 \u091a\u093e\u0939\u093f\u090f&#8217;: \u0907\u0938 \u0928\u093f\u092f\u092e \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0905\u0917\u0930 \u091b\u0935\u093f \u092e\u0947\u0902 1 \u0906\u0902\u0916 \u0939\u0948 \u0924\u094b \u0915\u093f\u0938\u0940 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0928\u0939\u0940\u0902 \u0915\u0940 \u091c\u093e\u090f\u0917\u0940\u0964<\/li>\n<li>\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0928\u093f\u092f\u092e\u094b\u0902 \u092e\u0947\u0902 \u0915\u0908 \u091d\u0942\u0920\u0940 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915\u0924\u093e\u090f\u0901 (false positives) \u092e\u093f\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902: \u091c\u0948\u0938\u0947 \u091a\u0947\u0939\u0930\u0947 \u092e\u0947\u0902 \u090f\u0915 \u0906\u0901\u0916 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u092e\u0941\u0924\u093e\u092c\u093f\u0915, \u090f\u0915 \u091c\u0948\u0938\u0940 \u0926\u093f\u0916\u0928\u0947 \u0935\u093e\u0932\u0940 \u0906\u0902\u0916 \u0915\u0947 \u0907\u0938 \u091f\u0948\u091f\u0942 \u092e\u0947\u0902 \u091a\u0947\u0939\u0930\u093e \u092a\u0939\u091a\u093e\u0928\u093e \u091c\u093e\u090f\u0917\u093e\u0964<\/li>\n<\/ol>\n<\/li>\n<li>\u0905\u0915\u0947\u0932\u0947 \u092f\u0939 \u0924\u0930\u0940\u0915\u093e \u0905\u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 (insufficient) \u0939\u0948 \u0914\u0930 \u0915\u0908 \u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0915\u0908 \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u094b \u0916\u094b\u091c\u0928\u0947 \u092e\u0947\u0902 \u0905\u0938\u092e\u0930\u094d\u0925 \u0939\u0948\u0964<\/li>\n<\/ol>\n<h2>Feature-Based Detection<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-1974 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image177.jpg\" alt=\"\" width=\"186\" height=\"270\"><\/h2>\n<p>\u092b\u093c\u0940\u091a\u0930-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u0939\u091a\u093e\u0928 \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092b\u0947\u0938 \u0932\u0948\u0902\u0921\u092e\u093e\u0930\u094d\u0915 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u091c\u093e\u0928\u0940 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u091a\u0940\u091c\u093c \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u092b\u0947\u0938 \u0932\u0948\u0902\u0921\u092e\u093e\u0930\u094d\u0915 \u091a\u0947\u0939\u0930\u0947 \u092a\u0930 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u092e\u093f\u0932\u0928\u0947 \u0935\u093e\u0932\u0947 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u093e \u090f\u0915 \u0938\u0947\u091f \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u0948\u0938\u0947 \u0915\u093f \u092a\u0941\u0924\u0932\u093f\u092f\u093e\u0902 \u092f\u093e \u0928\u093e\u0915 \u0915\u0940 \u0928\u094b\u0915\u0964<\/p>\n<p>\u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u0930\u0942\u092a \u0938\u0947, 68 \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 (predefined) \u0932\u0948\u0902\u0921\u092e\u093e\u0930\u094d\u0915 \u092c\u093f\u0902\u0926\u0941 \u0939\u0948\u0902\u0964<\/p>\n<p>Pros:<\/p>\n<ol>\n<li>\u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 (invariant) \u092a\u094b\u091c\u093c \u0914\u0930 \u0913\u0930\u093f\u090f\u0902\u091f\u0947\u0936\u0928 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0940\u092f \u0939\u0948\u0902\u0964<\/li>\n<li>\u0907\u0938 \u0935\u093f\u0927\u093f \u092e\u0947\u0902 \u091a\u0947\u0939\u0930\u093e \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0905\u0927\u093f\u0915 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ol>\n<p>Cons:<\/p>\n<ol>\n<li>\u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0936\u094b\u0930 (noise) \u0915\u0947 \u0915\u093e\u0930\u0923 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0915\u0920\u093f\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<li>\u091c\u091f\u093f\u0932 \u092a\u0943\u0937\u094d\u0920\u092d\u0942\u092e\u093f (complex backgrounds) \u092e\u0947\u0902 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0939\u0948\u0964<\/li>\n<\/ol>\n<h2>Face Detection Blocks in PictoBlox<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-1976 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image178.png\" alt=\"\" width=\"224\" height=\"252\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image178.png 311w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image178-267x300.png 267w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/h2>\n<p>PictoBlox \u092e\u0947\u0902 Face Detection \u090f\u0915\u094d\u0938\u091f\u0947\u0902\u0936\u0928 \u092e\u0947\u0902 Face Detection \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u092a\u093f\u0924 \u092c\u094d\u0932\u0949\u0915 \u0939\u0948\u0902\u0964 \u0906\u0907\u090f \u0915\u0941\u091b \u092c\u094d\u0932\u0949\u0915\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0947\u0902\u0964<\/p>\n<p>\u0928\u0940\u091a\u0947 \u0926\u093f\u090f \u0917\u090f \u0938\u094d\u091f\u0947\u092a\u094d\u0938 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0947\u0902:<\/p>\n<ol>\n<li>PictoBlox \u0910\u092a \u092e\u0947\u0902 \u090f\u0915 \u0928\u0908 \u092b\u093e\u0907\u0932 \u092c\u0928\u093e\u090f\u0902\u0964<\/li>\n<li>\u0905\u0917\u0932\u093e, <strong>Add Extension<\/strong> \u092c\u091f\u0928 \u092a\u0930 \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0947\u0902 \u0914\u0930 <strong>Face Detection<\/strong> \u091c\u094b\u0921\u093c\u0947\u0902<\/li>\n<li>\u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092e\u0949\u0921\u0932 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0939\u094b \u091c\u093e\u090f\u0902\u0917\u0947 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0932\u094b\u0921 \u0939\u094b\u0928\u0947 \u092e\u0947\u0902 \u0915\u0941\u091b \u0938\u0947\u0915\u0902\u0921 \u0932\u0917 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u090f\u0915 \u092c\u093e\u0930 \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0939\u094b \u091c\u093e\u0928\u0947 \u092a\u0930 \u0906\u092a\u0915\u094b &#8220;<strong>Model loaded successfully<\/strong>&#8221; \u0915\u0939\u0928\u0947 \u0935\u093e\u0932\u093e \u090f\u0915 \u0938\u0902\u0926\u0947\u0936 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0917\u093e\u0964<\/li>\n<li>\u0906\u0907\u090f \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u091b\u0935\u093f \u091c\u094b\u0921\u093c\u0947\u0902:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1979 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image179.png\" alt=\"\" width=\"240\" height=\"240\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image179.png 479w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image179-300x300.png 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image179-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1981 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image180.jpg\" alt=\"\" width=\"317\" height=\"238\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image180.jpg 600w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image180-300x225.jpg 300w\" sizes=\"(max-width: 317px) 100vw, 317px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1983 alignright\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image181.png\" alt=\"\" width=\"184\" height=\"286\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image181.png 367w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image181-193x300.png 193w\" sizes=\"(max-width: 184px) 100vw, 184px\" \/><\/p>\n<ol>\n<li><strong>\u0932\u0921\u093c\u0915\u093e \u0914\u0930 \u0932\u0921\u093c\u0915\u0940<\/strong> \u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f QR \u0915\u094b\u0921 \u0915\u094b \u0938\u094d\u0915\u0948\u0928 \u0915\u0930\u0947\u0902<\/li>\n<li>\u0926\u093f\u0916\u093e\u090f \u0917\u090f \u0905\u0928\u0941\u0938\u093e\u0930 \u092c\u0948\u0915\u0921\u094d\u0930\u0949\u092a \u092c\u091f\u0928 \u092a\u0930 \u0921\u092c\u0932 \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0947\u0902\u0964 \u0906\u092a\u0915\u094b edit sign \u092e\u093f\u0932\u0947\u0917\u093e\u0964 \u0907\u0938\u0947 \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0947\u0902\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2017 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/20.jpg\" alt=\"\" width=\"1212\" height=\"394\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/20.jpg 1212w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/20-300x98.jpg 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/20-1024x333.jpg 1024w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/20-768x250.jpg 768w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/20-624x203.jpg 624w\" sizes=\"(max-width: 1212px) 100vw, 1212px\" \/><\/li>\n<\/ol>\n<\/li>\n<li>\u0907\u0938\u0938\u0947 \u092c\u0948\u0915\u0921\u094d\u0930\u0949\u092a \u0938\u0947\u091f\u093f\u0902\u0917 \u0916\u0941\u0932 \u091c\u093e\u090f\u0917\u0940\u0964 \u092c\u0948\u0915\u0921\u094d\u0930\u0949\u092a \u091c\u094b\u0921\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u091a\u0932\u0947 \u0915\u094b\u0928\u0947 \u092e\u0947\u0902 \u092a\u0939\u0932\u0947 \u0906\u0907\u0915\u0928 \u092a\u0930 \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0947\u0902\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2019 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/21.jpg\" alt=\"\" width=\"1214\" height=\"567\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/21.jpg 1214w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/21-300x140.jpg 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/21-1024x478.jpg 1024w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/21-768x359.jpg 768w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/21-624x291.jpg 624w\" sizes=\"(max-width: 1214px) 100vw, 1214px\" \/><\/li>\n<li>\u0905\u092a\u0932\u094b\u0921 \u092c\u091f\u0928 \u092a\u0930 \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0947\u0902\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2021 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/23.png\" alt=\"\" width=\"1528\" height=\"716\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/23.png 1528w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/23-300x141.png 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/23-1024x480.png 1024w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/23-768x360.png 768w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/23-624x292.png 624w\" sizes=\"(max-width: 1528px) 100vw, 1528px\" \/><\/li>\n<li>\u0921\u093e\u0909\u0928\u0932\u094b\u0921 \u0915\u0940 \u0917\u0908 \u091b\u0935\u093f \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0947\u0902\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1989 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image184.png\" alt=\"\" width=\"457\" height=\"184\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image184.png 1214w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image184-300x121.png 300w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image184-1024x412.png 1024w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image184-768x309.png 768w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image184-624x251.png 624w\" sizes=\"(max-width: 457px) 100vw, 457px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1987 \" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image183.png\" alt=\"\" width=\"337\" height=\"302\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image183.png 604w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image183-300x269.png 300w\" sizes=\"(max-width: 337px) 100vw, 337px\" \/><\/li>\n<li>Tobi \u0915\u094b \u0939\u093f\u0932\u093e\u090f\u0902 \u0924\u093e\u0915\u093f \u092e\u0902\u091a \u0938\u093e\u092b \u0939\u094b \u091c\u093e\u090f\u0964<\/li>\n<\/ol>\n<h2>Face Detection Blocks<\/h2>\n<ol>\n<li>\u0915\u0948\u092e\u0930\u093e \u092b\u093c\u0940\u0921 \u0915\u094b \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u093e: \u0906\u092a <strong>turn ( ) video on stage with ( ) % transparency<\/strong> \u092c\u094d\u0932\u0949\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u0902\u091a \u092a\u0930 \u0915\u0948\u092e\u0930\u093e \u092b\u093c\u0940\u0921 \u0915\u094b \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1991 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image185.png\" alt=\"\" width=\"409\" height=\"163\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image185.png 409w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image185-300x120.png 300w\" sizes=\"(max-width: 409px) 100vw, 409px\" \/><\/li>\n<\/ol>\n<p>\u0906\u092a \u092c\u094d\u0932\u0949\u0915 \u0915\u0947 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u092c\u0926\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ol>\n<li><strong>\u0915\u0948\u092e\u0930\u093e \u0938\u094d\u0925\u093f\u0924\u093f<\/strong> :\n<ul>\n<li><strong>OFF<\/strong> &#8211; \u092e\u0902\u091a \u092a\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092b\u0940\u0921 \u092c\u0902\u0926 \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964<\/li>\n<li><strong>ON<\/strong> &#8211; \u092e\u0902\u091a \u092a\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092b\u093c\u0940\u0921 \u0936\u0941\u0930\u0942 \u0939\u094b \u091c\u093e\u090f\u0917\u0940\u0964<\/li>\n<li><strong>ON flipped<\/strong> &#8211; \u092e\u0902\u091a \u092a\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u092b\u093c\u0940\u0921 \u092e\u093f\u0930\u0930 \u0915\u093f\u090f \u0917\u090f \u0935\u0940\u0921\u093f\u092f\u094b \u0915\u0947 \u0938\u093e\u0925 \u0936\u0941\u0930\u0942 \u0939\u094b\u0917\u093e\u0964 \u0924\u094b, \u0906\u092a\u0915\u093e \u0926\u093e\u0939\u093f\u0928\u093e \u0939\u093e\u0925 \u092c\u093e\u090f\u0902 \u0939\u093e\u0925 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0926\u093f\u0916\u093e\u092f\u093e \u091c\u093e\u090f\u0917\u093e \u0914\u0930 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924\u0964<\/li>\n<\/ul>\n<\/li>\n<li><strong>Transparency<\/strong> : \u092f\u0939 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0915\u094b \u092a\u093e\u0930\u0926\u0930\u094d\u0936\u0940 (translucent) \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 O \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0915\u0948\u092e\u0930\u093e \u092b\u0940\u0921 \u092e\u0902\u091a \u092a\u0930 \u0926\u093f\u0916\u093e\u092f\u093e \u091c\u093e\u090f\u0917\u093e \u0914\u0930 100 \u0939\u0948 \u0935\u0940\u0921\u093f\u092f\u094b \u092e\u0902\u091a \u0938\u0947 \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u092b\u0940\u0915\u093e \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964<\/li>\n<\/ol>\n<ol start=\"2\">\n<li>\u092e\u0902\u091a \u092a\u0930 \u091b\u0935\u093f \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923: <strong>analyse image from ( )<\/strong> \u092c\u094d\u0932\u0949\u0915 \u091b\u0935\u093f \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0940 \u0939\u0948 \u0914\u0930 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u0939\u0947\u091c\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0926\u0943\u0937\u094d\u091f\u093f \u0915\u0947 \u0938\u092e\u093e\u0928 \u0905\u0928\u094d\u092f \u092c\u094d\u0932\u0949\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u090f\u0915\u094d\u0938\u0947\u0938 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1993 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image186.png\" alt=\"\" width=\"263\" height=\"115\"><\/li>\n<\/ol>\n<p><strong>analyse image from ( )<\/strong> \u092c\u094d\u0932\u0949\u0915 \u0916\u0940\u0902\u091a\u0947\u0902, \u092b\u093c\u0940\u0921 \u0915\u094b <strong>stage<\/strong> \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092c\u0926\u0932\u0947\u0902 \u0914\u0930 <strong>\u091b\u0935\u093f \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (analyze) \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u094d\u0932\u0949\u0915 \u092a\u0930 \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0947\u0902<\/strong>\u0964<\/p>\n<ol start=\"3\">\n<li># \u091a\u0947\u0939\u0930\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0947\u0902: \u090f\u0915 \u092c\u093e\u0930 \u091c\u092c \u0906\u092a \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0932\u0947\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0906\u092a \u091b\u0935\u093f \u092e\u0947\u0902 \u092a\u0939\u091a\u093e\u0928\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u091a\u0947\u0939\u0930\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f get # faces \u092c\u094d\u0932\u0949\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 <strong>\u091b\u0935\u093f \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a\u0915\u094b 2 \u092e\u093f\u0932\u0947\u0917\u093e\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1995 aligncenter\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image187.png\" alt=\"\" width=\"154\" height=\"59\"><br \/>\n<\/strong><\/li>\n<li>\u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u0905\u092d\u093f\u0935\u094d\u092f\u0915\u094d\u0924\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0947\u0902 (): <strong>get expression of face ( )<\/strong> \u092c\u094d\u0932\u0949\u0915 \u091a\u092f\u0928\u093f\u0924 \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092e\u093e\u0928\u094d\u092f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0905\u092d\u093f\u0935\u094d\u092f\u0915\u094d\u0924\u093f (expression) \u0915\u094b \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0926\u093f \u091a\u092f\u0928\u093f\u0924 \u091a\u0947\u0939\u0930\u0947 \u0915\u093e \u092a\u0924\u093e \u0928\u0939\u0940\u0902 \u091a\u0932\u0924\u093e \u0939\u0948 \u0924\u094b \u092f\u0939 NULL \u0915\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 <strong>\u091b\u0935\u093f \u092e\u0947\u0902 \u092a\u0939\u0932\u0947 \u091a\u0947\u0939\u0930\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093f\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948, \u0905\u092d\u093f\u0935\u094d\u092f\u0915\u094d\u0924\u093f \u0939\u0948\u092a\u094d\u092a\u0940 \u0939\u0948\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1997 aligncenter\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image188.png\" alt=\"\" width=\"254\" height=\"102\"><br \/>\n<\/strong><\/li>\n<li>Is expression of face ( ) ( ): <strong>Is expression of face ( ) ( )<\/strong> \u092c\u094d\u0932\u0949\u0915 \u092f\u0939 \u091c\u093e\u0902\u091a\u0924\u093e \u0939\u0948 \u0915\u093f \u091a\u092f\u0928\u093f\u0924 (selected) \u091a\u0947\u0939\u0930\u0947 \u092e\u0947\u0902 \u0915\u094b\u0908 \u0935\u093f\u0936\u0947\u0937 \u092d\u093e\u0935\u0928\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902\u0964 \u0905\u0917\u0930 \u0907\u092e\u094b\u0936\u0928 \u092e\u0948\u091a \u0915\u0930\u0924\u093e \u0939\u0948, \u0924\u094b \u092c\u094d\u0932\u0949\u0915 true \u0930\u093f\u091f\u0930\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0935\u0930\u0928\u093e false <strong>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u091b\u0935\u093f \u092e\u0947\u0902 \u091a\u0947\u0939\u0930\u0947 1 \u0915\u0947 \u0932\u093f\u090f, \u092d\u093e\u0935\u0928\u093e \u0916\u0941\u0936 \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u092f\u0939 True \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2001 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image190.png\" alt=\"\" width=\"346\" height=\"102\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image190.png 346w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image190-300x88.png 300w\" sizes=\"(max-width: 346px) 100vw, 346px\" \/><br \/>\n<\/strong><\/li>\n<\/ol>\n<ol start=\"6\">\n<li>Get ( ) of face ( ): <strong>Get ( ) of face ( )<\/strong> \u092c\u094d\u0932\u0949\u0915 \u091b\u0935\u093f \u0915\u0947 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0917\u0941\u0923\u094b\u0902 \u0915\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2003 alignright\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image191.png\" alt=\"\" width=\"419\" height=\"314\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image191.png 500w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image191-300x225.png 300w\" sizes=\"(max-width: 419px) 100vw, 419px\" \/><\/li>\n<\/ol>\n<ul>\n<li><strong>X position<\/strong> : \u092e\u0902\u091a \u092a\u0930 \u091b\u0935\u093f \u0915\u0947 \u0915\u0947\u0902\u0926\u094d\u0930 \u0915\u093e X \u0938\u092e\u0928\u094d\u0935\u092f (coordinate)<\/li>\n<li><strong>Y position<\/strong> : \u092e\u0902\u091a \u092a\u0930 \u091b\u0935\u093f \u0915\u0947 \u0915\u0947\u0902\u0926\u094d\u0930 \u0915\u093e Y \u0938\u092e\u0928\u094d\u0935\u092f (coordinate)<\/li>\n<li><strong>Width<\/strong> : \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u091a\u094c\u0921\u093c\u093e\u0908<\/li>\n<li><strong>Height<\/strong> : \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u090a\u0901\u091a\u093e\u0908<\/li>\n<\/ul>\n<p>\u0907\u0938 \u092c\u094d\u0932\u0949\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0906\u092a \u0907\u0938 \u0924\u0930\u0939 \u0938\u0947 \u091a\u0947\u0939\u0930\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u093e\u0909\u0902\u0921\u093f\u0902\u0917 \u092c\u0949\u0915\u094d\u0938 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1999\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image189.png\" alt=\"\" width=\"287\" height=\"180\"><\/p>\n<ol start=\"7\">\n<li>Get ( ) position of landmark ( ) of face ( ): <strong>Get ( ) position of landmark ( ) of face ( )<\/strong> \u092c\u094d\u0932\u0949\u0915 \u091a\u092f\u0928\u093f\u0924 (selected) \u091a\u0947\u0939\u0930\u0947 \u0915\u0947 \u091a\u092f\u0928\u093f\u0924 (selected) \u0932\u0948\u0902\u0921\u092e\u093e\u0930\u094d\u0915 (1 \u0938\u0947 68 \u0924\u0915 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e) \u0915\u0940 x \u0914\u0930 y \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u092c\u094d\u0932\u0949\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u0906\u092a \u092e\u0902\u091a \u092a\u0930 \u0932\u0948\u0902\u0921\u092e\u093e\u0930\u094d\u0915 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u094b \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2007 size-full\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image193.png\" alt=\"\" width=\"398\" height=\"175\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image193.png 398w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image193-300x132.png 300w\" sizes=\"(max-width: 398px) 100vw, 398px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2005 alignright\" src=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image192.png\" alt=\"\" width=\"411\" height=\"308\" srcset=\"https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image192.png 500w, https:\/\/stemlab.org.in\/wp-content\/uploads\/2023\/03\/image192-300x225.png 300w\" sizes=\"(max-width: 411px) 100vw, 411px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><em>\u0905\u0917\u0932\u0947 \u092a\u093e\u0920 \u092a\u0930 \u091c\u093e\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947<\/em> \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0906\u092a\u0928\u0947 <strong>assignment<\/strong> \u092a\u0942\u0930\u093e \u0915\u0930 \u0932\u093f\u092f\u093e \u0939\u0948 \u0914\u0930 \u0938\u092c\u092e\u093f\u091f \u0915\u0930 \u0926\u093f\u092f\u093e \u0939\u0948, \u0938\u093e\u0925 \u0939\u0940 <strong>quiz<\/strong> \u092e\u0947\u0902 \u092d\u093e\u0917 \u0932\u0947\u0902\u0964<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Human Intelligence \u0914\u0930 Artificial Intelligence (AI), AI \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0914\u0930 AI \u0915\u0947 \u092b\u093e\u092f\u0926\u0947 \u0914\u0930 \u0928\u0941\u0915\u0938\u093e\u0928 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u091c\u093e\u0928\u0947\u0902\u0964<\/p>\n","protected":false},"author":1,"featured_media":438,"menu_order":13,"template":"","meta":{"footnotes":""},"class_list":["post-2129","lesson","type-lesson","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/lesson\/2129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/lesson"}],"about":[{"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/types\/lesson"}],"author":[{"embeddable":true,"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":2,"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/lesson\/2129\/revisions"}],"predecessor-version":[{"id":2235,"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/lesson\/2129\/revisions\/2235"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/media\/438"}],"wp:attachment":[{"href":"https:\/\/stemlab.org.in\/hi\/wp-json\/wp\/v2\/media?parent=2129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}