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Embibe-\u0baf\u0bbf\u0bb2\u0bcd, \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0bb5\u0b99\u0bcd\u0b95\u0bbf\u0baf\u0bbf\u0bb2\u0bcd \u0bae\u0bbf\u0bb2\u0bcd\u0bb2\u0bbf\u0baf\u0ba9\u0bcd \u0b95\u0ba3\u0b95\u0bcd\u0b95\u0bbe\u0ba9 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bcd \u0b89\u0bb3\u0bcd\u0bb3\u0ba9. \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc8 \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0baf\u0bbf\u0bb2\u0bcd \u0b89\u0bb3\u0bcd\u0bb3 \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b85\u0bb2\u0bcd\u0bb2\u0ba4\u0bc1 \u0baa\u0bc1\u0bb3\u0bcd\u0bb3\u0bbf\u0bb5\u0bbf\u0bb5\u0bb0\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b86\u0b95\u0bbf\u0baf\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0bb2\u0bbf\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bc1 \u0b9a\u0bc2\u0bb4\u0bb2\u0bcd \u0b9a\u0bbe\u0bb0\u0bcd\u0ba8\u0bcd\u0ba4 \u0ba4\u0b95\u0bb5\u0bb2\u0bcd\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0bc6\u0bb1, \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b95\u0bb2\u0bcd\u0bb5\u0bbf \u0ba8\u0bbf\u0bb1\u0bc1\u0bb5\u0ba9\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd \u0b9a\u0bbf\u0bb1\u0ba8\u0bcd\u0ba4 \u0bae\u0bc1\u0bb1\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0bb5\u0b9f\u0bbf\u0bb5\u0bae\u0bc8\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b85\u0ba4\u0bbf\u0ba8\u0bb5\u0bc0\u0ba9 \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd.<\/p>\n\n\n\n<p>\u0b9a\u0ba8\u0bcd\u0ba4\u0bc7\u0b95\u0ba4\u0bcd \u0ba4\u0bc0\u0bb0\u0bcd\u0bb5\u0bc1 \u0bae\u0bc2\u0bb2\u0bae\u0bcd, 93% \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0b8e\u0ba8\u0bcd\u0ba4 \u0bae\u0ba9\u0bbf\u0ba4 \u0ba4\u0bb2\u0bc8\u0baf\u0bc0\u0b9f\u0bc1\u0bae\u0bcd \u0b87\u0bb2\u0bcd\u0bb2\u0bbe\u0bae\u0bb2\u0bcd \u0ba4\u0bbe\u0ba9\u0bbe\u0b95\u0bb5\u0bc7 \u0baa\u0ba4\u0bbf\u0bb2\u0bb3\u0bbf\u0b95\u0bcd\u0b95 \u0bae\u0bc1\u0b9f\u0bbf\u0baf\u0bc1\u0bae\u0bcd.<\/p>\n\n\n\n<p><strong>\u0b9a\u0ba8\u0bcd\u0ba4\u0bc7\u0b95\u0ba4\u0bcd \u0ba4\u0bc0\u0bb0\u0bcd\u0bb5\u0bc1 \u0b85\u0bae\u0bc8\u0baa\u0bcd\u0baa\u0bbf\u0ba9\u0bc8 \u0b89\u0bb0\u0bc1\u0bb5\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0ba4\u0bb2\u0bcd<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"970\" height=\"330\" src=\"https:\/\/www.embibe.com\/in-ta\/wp-content\/uploads\/2022\/02\/Tamil_431-970x330.jpg\" alt=\"\" class=\"wp-image-376\"\/><\/figure>\n\n\n\n<p><strong>\u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd<\/strong>:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"970\" height=\"182\" src=\"https:\/\/www.embibe.com\/in-ta\/wp-content\/uploads\/2022\/02\/Tamil_44-970x182.png\" alt=\"\" class=\"wp-image-373\"\/><\/figure>\n\n\n\n<p>\u0b9a\u0ba8\u0bcd\u0ba4\u0bc7\u0b95\u0ba4\u0bcd\u0ba4\u0bc8\u0ba4\u0bcd \u0ba4\u0bc0\u0bb0\u0bcd\u0b95\u0bcd\u0b95 \u0b89\u0ba4\u0bb5, \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0baf\u0bc8 \u0baa\u0bb1\u0bcd\u0bb1\u0bbf \u0bb5\u0bb4\u0b99\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b85\u0ba9\u0bc8\u0ba4\u0bcd\u0ba4\u0bc1 \u0bb5\u0bbf\u0bb5\u0bb0\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd \u0baa\u0bc6\u0bb1\u0bc1\u0bb5\u0ba4\u0bc1 \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bc1\u0b95\u0bcd\u0b95\u0bc1 \u0bae\u0bc1\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0bae\u0bcd. \u0b8e\u0ba9\u0bb5\u0bc7, \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bc1\u0bae\u0bcd \u0b9a\u0bca\u0bb1\u0bcd\u0baa\u0bca\u0bb0\u0bc1\u0bb3\u0bcd \u0b92\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bc8\u0baf\u0bbf\u0ba9\u0bcd \u0baa\u0bcb\u0ba4\u0bc1 \u0b95\u0ba3\u0b95\u0bcd\u0b95\u0bbf\u0b9f\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0bb5\u0ba4\u0bc8 \u0b89\u0bb1\u0bc1\u0ba4\u0bbf\u0b9a\u0bc6\u0baf\u0bcd\u0baf,  \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd \u0b85\u0b9f\u0bc1\u0b95\u0bcd\u0b95\u0bc8 \u0b85\u0bb1\u0bbf\u0bae\u0bc1\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. OCR \u0ba4\u0bca\u0b95\u0bc1\u0ba4\u0bbf\u0b95\u0bcd\u0b95\u0bbe\u0ba9 \u0b89\u0bb3\u0bcd\u0bb3\u0bc0\u0b9f\u0bcd\u0b9f\u0bbf\u0bb2\u0bcd \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0bae\u0bcd \u0b87\u0bb0\u0bc1\u0baa\u0bcd\u0baa\u0ba4\u0bc1 \u0b85\u0ba4\u0bc8\u0b95\u0bcd \u0b95\u0bc1\u0bb4\u0baa\u0bcd\u0baa\u0bb2\u0bbe\u0bae\u0bcd. \u0b8e\u0ba9\u0bb5\u0bc7 OCR \u0b9a\u0bc6\u0baf\u0bb2\u0bbe\u0b95\u0bcd\u0b95\u0ba4\u0bcd\u0ba4\u0bc8 \u0b8e\u0bb3\u0bbf\u0ba4\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0bb5\u0b95\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0bb5\u0bb0\u0bc8\u0baa\u0b9f \u0b8e\u0bb2\u0bcd\u0bb2\u0bc8\u0baa\u0bcd \u0baa\u0bc6\u0b9f\u0bcd\u0b9f\u0bbf\u0baf\u0bc8 \u0b85\u0b95\u0bb1\u0bcd\u0bb1 \u0baa\u0b9f\u0ba4\u0bcd\u0ba4\u0bc8\u0b9a\u0bcd \u0b9a\u0bc6\u0baf\u0bb2\u0bbe\u0b95\u0bcd\u0b95\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b95\u0bb2\u0bcd\u0bb5\u0bbf\u0b9a\u0bbe\u0bb0\u0bcd-\u0b95\u0bb3\u0ba4\u0bcd\u0ba4\u0bbf\u0bb1\u0bcd\u0b95\u0bbe\u0ba9 \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bbf\u0ba9\u0bcd   \u0bb5\u0bb0\u0bc8\u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bb2\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bbe\u0ba9\u0ba4\u0bc1, YOLOv5 \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b9a\u0bbf\u0b95\u0bcd\u0b95\u0bb2\u0bbe\u0ba9 \u0bae\u0bbe\u0b9f\u0bb2\u0bcd\u0b95\u0bb3\u0bc8 \u0ba4\u0bc1\u0bb2\u0bcd\u0bb2\u0bbf\u0baf\u0bae\u0bbe\u0b95 \u0ba4\u0bc0\u0bb0\u0bcd\u0b95\u0bcd\u0b95 \u0b89\u0ba4\u0bb5\u0bc1\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<p><strong>\u0b92\u0bb3\u0bbf\u0baf\u0bbe\u0bb2\u0bcd \u0b8e\u0bb4\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0ba3\u0bb0\u0bcd\u0ba4\u0bb2\u0bcd (OCR):<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"939\" height=\"304\" src=\"https:\/\/www.embibe.com\/in-ta\/wp-content\/uploads\/2022\/02\/Tamil_46.png\" alt=\"\" class=\"wp-image-374\"\/><\/figure>\n\n\n\n<p>\u0baa\u0b9f\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0baa\u0bc1\u0bb3\u0bcd\u0bb3\u0bbf\u0bb5\u0bbf\u0bb5\u0bb0\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4 \u0baa\u0bbf\u0bb1\u0b95\u0bc1, OCR \u0bb2\u0bc7\u0baf\u0bb0\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf, \u0baa\u0b9f\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd \u0b89\u0bb3\u0bcd\u0bb3\u0bc7 \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b89\u0bb0\u0bc8\u0baf\u0bc8\u0baa\u0bcd \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1, \u0baa\u0bbf\u0ba9\u0bcd\u0ba9\u0bb0\u0bcd \u0b92\u0bb0\u0bc1 \u0b95\u0b9f\u0bcd\u0b9f\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0bcb\u0bae\u0bcd. OCR \u0b9a\u0bc6\u0baf\u0bb2\u0bcd\u0ba4\u0bbf\u0bb1\u0ba9\u0bc8 \u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4, \u0bb5\u0bb3\u0bc8\u0bb5\u0bc8\u0ba4\u0bcd \u0ba4\u0bbf\u0bb0\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0ba4\u0bb2\u0bcd, \u0ba8\u0bbf\u0bb4\u0bb2\u0bc8 \u0b85\u0b95\u0bb1\u0bcd\u0bb1\u0bc1\u0ba4\u0bb2\u0bcd, \u0ba4\u0bc6\u0bb3\u0bbf\u0bb5\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf\u0bb1\u0ba9\u0bc8 \u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0ba4\u0bb2\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0bae\u0b99\u0bcd\u0b95\u0bb2\u0bbe\u0ba9\u0ba4\u0bc8\u0b95\u0bcd \u0b95\u0ba3\u0bcd\u0b9f\u0bb1\u0bbf\u0ba4\u0bb2\u0bcd \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0bae\u0bc1\u0ba9\u0bcd\u0b9a\u0bc6\u0baf\u0bb2\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd \u0baa\u0b9f\u0bbf\u0b95\u0bb3\u0bcd \u0b9a\u0bc6\u0baf\u0bcd\u0baf\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0b95\u0bbf\u0ba9\u0bcd\u0bb1\u0ba9.<\/p>\n\n\n\n<p><strong>\u0baa\u0b9f \u0b95\u0bc1\u0bb1\u0bbf\u0baf\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd:<\/strong><\/p>\n\n\n\n<p>ResNet \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd EfficientNet \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b85\u0ba4\u0bbf\u0ba8\u0bb5\u0bc0\u0ba9 \u0b95\u0ba3\u0bbf\u0ba9\u0bbf \u0baa\u0bbe\u0bb0\u0bcd\u0bb5\u0bc8 \u0bae\u0bbe\u0b9f\u0bb2\u0bcd\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bbf, \u0b89\u0bb0\u0bc1\u0bb5\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0b85\u0b9f\u0bb0\u0bcd\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\u0bbe\u0ba9 \u0bb5\u0bc6\u0b95\u0bcd\u0b9f\u0bbe\u0bb0\u0bbf\u0bb2\u0bcd \u0b95\u0bc1\u0bb1\u0bbf\u0baf\u0bbe\u0b95\u0bcd\u0b95\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b87\u0ba4\u0bc1 \u0baa\u0b9f\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b9a\u0bca\u0bb1\u0bcd\u0baa\u0bca\u0bb0\u0bc1\u0bb3\u0bcd \u0ba4\u0b95\u0bb5\u0bb2\u0bc8\u0baa\u0bcd \u0baa\u0b9f\u0bae\u0bcd\u0baa\u0bbf\u0b9f\u0bbf\u0b95\u0bcd\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<p><strong>\u0b89\u0bb0\u0bc8 \u0b95\u0bc1\u0bb1\u0bbf\u0baf\u0bbe\u0b95\u0bcd\u0b95\u0bae\u0bcd:<\/strong><\/p>\n\n\n\n<p>\u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0b89\u0bb0\u0bc8\u0b95\u0bb3\u0bcd, \u0baa\u0ba4\u0bbf\u0bb2\u0bcd\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b85\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0ba9\u0bcd \u0bb5\u0bbf\u0bb0\u0bbf\u0bb5\u0bbe\u0ba9 \u0bb5\u0bbf\u0bb3\u0b95\u0bcd\u0b95\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0b95\u0bcd \u0b95\u0bca\u0ba3\u0bcd\u0b9f \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b95\u0bb2\u0bcd\u0bb5\u0bbf \u0ba8\u0bbf\u0bb1\u0bc1\u0bb5\u0ba9\u0ba4\u0bcd\u0ba4\u0bbf\u0bb2\u0bcd \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0bb1\u0bc1\u0bb5\u0bbf\u0baa\u0bcd\u0baa\u0ba4\u0ba9\u0bcd \u0bae\u0bc2\u0bb2\u0bae\u0bc1\u0bae\u0bcd \u0bae\u0bc1\u0bae\u0bcd\u0bae\u0b9f\u0b99\u0bcd\u0b95\u0bc1 \u0b87\u0bb4\u0baa\u0bcd\u0baa\u0bc1 \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0bb0\u0bb8\u0bcd\u0baa\u0bb0 \u0ba4\u0b95\u0bb5\u0bb2\u0bcd \u0b85\u0ba4\u0bbf\u0b95\u0bb0\u0bbf\u0baa\u0bcd\u0baa\u0bc1 \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\u0bc8 \u0bae\u0bc7\u0bae\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0ba4\u0ba9\u0bcd  \u0bae\u0bc2\u0bb2\u0bae\u0bc1\u0bae\u0bcd \u0b85\u0b9f\u0bb0\u0bcd\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\u0bbe\u0ba9 \u0bb5\u0bc6\u0b95\u0bcd\u0b9f\u0bbe\u0bb0\u0bcd \u0baa\u0bbf\u0bb0\u0ba4\u0bbf\u0ba8\u0bbf\u0ba4\u0bbf\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0ba4\u0bcd\u0ba4\u0bc8\u0b95\u0bcd \u0b95\u0bb1\u0bcd\u0bb1\u0bc1\u0b95\u0bcd\u0b95\u0bca\u0bb3\u0bcd\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. BERT \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd T5 \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0bae\u0bc1\u0ba9\u0bcd \u0baa\u0baf\u0bbf\u0bb1\u0bcd\u0b9a\u0bbf \u0baa\u0bc6\u0bb1\u0bcd\u0bb1 \u0bae\u0bca\u0bb4\u0bbf \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0b95\u0bb3\u0bc8 \u0ba8\u0bbe\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. OCR \u0baa\u0bbf\u0bb0\u0bbf\u0ba4\u0bcd\u0ba4\u0bc6\u0b9f\u0bc1\u0b95\u0bcd\u0b95\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0b89\u0bb0\u0bc8\u0baf\u0bc8 \u0b85\u0b9f\u0bb0\u0bcd\u0ba4\u0bcd\u0ba4\u0bbf\u0baf\u0bbe\u0ba9 \u0bb5\u0bc6\u0b95\u0bcd\u0b9f\u0bbe\u0bb0\u0bcd\u0b95\u0bb3\u0bbe\u0b95 \u0bae\u0bbe\u0bb1\u0bcd\u0bb1 \u0b87\u0ba8\u0bcd\u0ba4 \u0b95\u0bc1\u0bb1\u0bbf\u0baf\u0bbe\u0b95\u0bcd\u0b95\u0bbf \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b85\u0bb5\u0bc8 \u0b9a\u0bca\u0bb1\u0bcd\u0baa\u0bca\u0bb0\u0bc1\u0bb3\u0bbf\u0baf\u0bb2\u0bcd \u0bb0\u0bc0\u0ba4\u0bbf\u0baf\u0bbe\u0b95 \u0b92\u0bb0\u0bc7 \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bbe\u0ba9 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0bc6\u0bb1 \u0bae\u0bc7\u0bb2\u0bc1\u0bae\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0baa\u0bcd\u0baa\u0b9f\u0bc1\u0b95\u0bbf\u0ba9\u0bcd\u0bb1\u0ba9.<\/p>\n\n\n\n<p><strong>\u0b92\u0bb0\u0bc7 \u0bae\u0bbe\u0ba4\u0bbf\u0bb0\u0bbf\u0baf\u0bbe\u0ba9 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0bae\u0bc0\u0b9f\u0bcd\u0b9f\u0bc6\u0b9f\u0bc1\u0baa\u0bcd\u0baa\u0ba4\u0bc1<\/strong>:<\/p>\n\n\n\n<p>\u0b95\u0bc1\u0bb1\u0bbf\u0baf\u0bbf\u0b9f\u0baa\u0bcd\u0baa\u0b9f\u0bcd\u0b9f \u0baa\u0b9f\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0b89\u0bb0\u0bc8\u0baf\u0bc8 \u0b8e\u0b99\u0bcd\u0b95\u0bb3\u0bcd \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf \u0bb5\u0b99\u0bcd\u0b95\u0bbf\u0baf\u0bbf\u0bb2\u0bcd \u0b89\u0bb3\u0bcd\u0bb3 \u0b85\u0ba9\u0bc8\u0ba4\u0bcd\u0ba4\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc1\u0b9f\u0ba9\u0bc1\u0bae\u0bcd \u0b92\u0baa\u0bcd\u0baa\u0bbf\u0b9f\u0bcd\u0b9f\u0bc1, \u0b9f\u0bbe\u0baa\u0bcd-\u0b95\u0bc7 \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0bae\u0bc0\u0b9f\u0bcd\u0b9f\u0bc6\u0b9f\u0bc1\u0b95\u0bcd\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b92\u0bb0\u0bc1 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0baf\u0bbf\u0bb2\u0bcd \u0baa\u0b9f\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd \u0bae\u0bc1\u0b95\u0bcd\u0b95\u0bbf\u0baf\u0ba4\u0bcd\u0ba4\u0bc1\u0bb5\u0ba4\u0bcd\u0ba4\u0bbf\u0ba9\u0bcd \u0b85\u0b9f\u0bbf\u0baa\u0bcd\u0baa\u0b9f\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0b89\u0bb0\u0bc8 \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0baa\u0b9f\u0bae\u0bcd \u0b87\u0bb0\u0ba3\u0bcd\u0b9f\u0bc1\u0bae\u0bcd \u0b87\u0bb0\u0bc1\u0ba8\u0bcd\u0ba4\u0bbe\u0bb2\u0bcd \u0b85\u0bb5\u0bb1\u0bcd\u0bb1\u0bbf\u0bb1\u0bcd\u0b95\u0bc1 \u0b87\u0b9f\u0bc8\u0baf\u0bc7\u0baf\u0bc1\u0bb3\u0bcd\u0bb3 \u0b92\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bc8\u0baf\u0bc8 \u0b85\u0bb1\u0bbf\u0bb5\u0ba4\u0bb1\u0bcd\u0b95\u0bbe\u0ba9 \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baf\u0bc1\u0bae\u0bcd 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src=\"https:\/\/www.embibe.com\/in-ta\/wp-content\/uploads\/2022\/02\/Tamil_47.png\" alt=\"\" class=\"wp-image-375\"\/><\/figure>\n\n\n\n<p>\u0bb5\u0bc7\u0ba4\u0bbf\u0baf\u0bbf\u0baf\u0bb2\u0bcd \u0b9a\u0bae\u0ba9\u0bcd\u0baa\u0bbe\u0b9f\u0bc1\u0b95\u0bb3\u0bc8\u0b95\u0bcd \u0b95\u0bc8\u0baf\u0bbe\u0bb3\u0bc1\u0ba4\u0bb2\u0bcd, \u0b89\u0bb0\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0b87\u0bb0\u0bc1\u0b95\u0bcd\u0b95\u0bc1\u0bae\u0bcd \u0b95\u0ba3\u0bbf\u0ba4 \u0bb5\u0bc6\u0bb3\u0bbf\u0baa\u0bcd\u0baa\u0bbe\u0b9f\u0bc1\u0b95\u0bb3\u0bcd \u0baa\u0bcb\u0ba9\u0bcd\u0bb1 \u0baa\u0bbe\u0b9f\u0bae\u0bcd \u0b9a\u0bbe\u0bb0\u0bcd\u0ba8\u0bcd\u0ba4 \u0baa\u0bbf\u0ba9\u0bcd \u0b9a\u0bc6\u0baf\u0bb2\u0bbe\u0b95\u0bcd\u0b95 \u0ba8\u0bc1\u0b9f\u0bcd\u0baa\u0b99\u0bcd\u0b95\u0bb3\u0bc8\u0baa\u0bcd \u0baa\u0baf\u0ba9\u0bcd\u0baa\u0b9f\u0bc1\u0ba4\u0bcd\u0ba4\u0bc1\u0b95\u0bbf\u0bb1\u0bcb\u0bae\u0bcd. \u0b89\u0bb0\u0bc8\u0baf\u0bbf\u0bb2\u0bcd \u0b89\u0bb3\u0bcd\u0bb3 \u0bb5\u0bc7\u0ba4\u0bbf\u0baf\u0bbf\u0baf\u0bb2\u0bcd \u0b9a\u0bae\u0ba9\u0bcd\u0baa\u0bbe\u0b9f\u0bc1\u0b95\u0bb3\u0bcd \u0bae\u0bb1\u0bcd\u0bb1\u0bc1\u0bae\u0bcd \u0bb5\u0bc7\u0ba4\u0bbf\u0baf\u0bbf\u0baf\u0bb2\u0bcd \u0b95\u0bc2\u0bb1\u0bc1\u0b95\u0bb3\u0bcd \u0b9a\u0bca\u0bb1\u0bcd\u0baa\u0bca\u0bb0\u0bc1\u0bb3\u0bcd \u0b92\u0ba4\u0bcd\u0ba4 \u0b95\u0bc7\u0bb3\u0bcd\u0bb5\u0bbf\u0b95\u0bb3\u0bc8 \u0bae\u0bc0\u0b9f\u0bcd\u0b9f\u0bc6\u0b9f\u0bc1\u0baa\u0bcd\u0baa\u0ba4\u0bbf\u0bb2\u0bcd \u0bae\u0bc1\u0b95\u0bcd\u0b95\u0bbf\u0baf \u0baa\u0b99\u0bcd\u0b95\u0bc1 \u0bb5\u0b95\u0bbf\u0b95\u0bcd\u0b95\u0bbf\u0bb1\u0ba4\u0bc1.<\/p>\n\n\n\n<p><strong>\u0bb0\u0bc6\u0baa\u0bc6\u0bb0\u0bc6\u0ba9\u0bcd\u0bb8\u0bcd<\/strong>:<\/p>\n\n\n\n<p>[1] Raffel, Colin, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. &#8220;Exploring the limits of transfer learning with a unified text-to-text transformer.&#8221; arXiv preprint arXiv:1910.10683&nbsp; (2019).<\/p>\n\n\n\n<p>[2] Devlin, Jacob, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. &#8220;Bert: Pre-training of deep bidirectional transformers for language understanding.&#8221; arXiv preprint arXiv:1810.04805&nbsp; (2018).<\/p>\n\n\n\n<p>[3] Tan, Mingxing, and Quoc Le. &#8220;Efficientnet: Rethinking model scaling for convolutional neural networks.&#8221; In International Conference on Machine Learning , pp. 6105-6114. PMLR, 20<\/p>\n\n\n\n<p>[4] Faldu, Keyur, Amit Sheth, Prashant Kikani, and Hemang Akabari. &#8220;KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding.&#8221; arXiv preprint arXiv:2104.08145 (2021).<\/p>\n\n\n\n<p>[5] Gaur, Manas, Keyur Faldu, and Amit Sheth. &#8220;Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable?.&#8221; IEEE Internet Computing 25, no. 1 (2021): 51-59.<\/p>\n\n\n\n<p>[6] Gaur, Manas, Ankit Desai, Keyur Faldu, and Amit Sheth. &#8220;Explainable AI Using Knowledge Graphs.&#8221; In ACM CoDS-COMAD Conference. 2020.<\/p>\n\n\n\n<p>[7] Sheth, Amit, Manas Gaur, Kaushik Roy, and Keyur Faldu. &#8220;Knowledge-intensive Language Understanding for Explainable AI.&#8221; IEEE Internet Computing 25, no. 5 (2021): 19-24.<\/p>\n\n\n\n<p>[8] &#8220;#RAISE2020 &#8211; Embibe &#8211; AI-Powered learning outcomes platform for personalized education&#8221;, MyGov India, Oct 2020, <a href=\"https:\/\/www.youtube.com\/watch?v=kuwFtHgN3qU\">&nbsp;<\/a>&nbsp;<a href=\"https:\/\/www.youtube.com\/watch?v=kuwFtHgN3qU\">https:\/\/www.youtube.com\/watch?v=kuwFtHgN3qU<\/a><\/p>\n\n\n\n<p>[9] Faldu, Keyur, Aditi Avasthi, and Achint Thomas. &#8220;Adaptive learning machine for score improvement and parts thereof.&#8221; U.S. Patent 10,854,099, issued December 1, 2020.<\/p>\n","protected":false},"featured_media":1656,"template":"","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - 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