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Embibe\u0b30\u0b47, \u0b0f\u0b39\u0b3f \u0b38\u0b2e\u0b38\u0b4d\u0b5f\u0b3e\u0b30 \u0b2e\u0b41\u0b15\u0b3e\u0b2c\u0b3f\u0b32\u0b3e \u0b2a\u0b3e\u0b07\u0b01, \u0b06\u0b2e\u0b47 \u0b0f\u0b15 \u0b39\u0b3e\u0b07\u0b2c\u0b4d\u0b30\u0b3f\u0b21\u0b4d \u0b2a\u0b26\u0b4d\u0b27\u0b24\u0b3f\u0b15\u0b41 \u0b28\u0b3f\u0b5f\u0b4b\u0b1c\u0b3f\u0b24 \u0b15\u0b30\u0b3f\u0b1b\u0b41 \u0b2f\u0b3e\u0b39\u0b3e \u0b38\u0b3f\u0b23\u0b4d\u0b1f\u0b3e\u0b15\u0b4d\u0b38 (\u0b0f\u0b21\u0b3f\u0b1f\u0b4d-\u0b26\u0b42\u0b30\u0b24\u0b3e) \u0b06\u0b27\u0b3e\u0b30\u0b3f\u0b24 \u0b2a\u0b26\u0b15\u0b4d\u0b37\u0b47\u0b2a \u0b0f\u0b2c\u0b02 \u0b21\u0b3f\u0b2a\u0b4d \u0b32\u0b30\u0b4d\u0b23\u0b4d\u0b23\u0b3f\u0b02-\u0b06\u0b27\u0b3e\u0b30\u0b3f\u0b24 (ResNet-18 Convolutional Neural Network Architecture) \u0b18\u0b28 \u0b2d\u0b47\u0b15\u0b4d\u0b1f\u0b30 \u0b38\u0b2e\u0b3e\u0b28\u0b24\u0b3e\u0b15\u0b41 \u0b2a\u0b4d\u0b30\u0b36\u0b4d\u0b28\u0b17\u0b41\u0b21\u0b3c\u0b3f\u0b15\u0b30 \u0b26\u0b4b\u0b39\u0b30\u0b3e \u0b2a\u0b4d\u0b30\u0b36\u0b4d\u0b28\u0b15\u0b41 \u0b1a\u0b3f\u0b39\u0b4d\u0b28\u0b1f \u0b15\u0b30\u0b3f\u0b2c\u0b3e \u0b2a\u0b3e\u0b07\u0b01 \u0b2c\u0b4d\u0b5f\u0b2c\u0b39\u0b3e\u0b30 \u0b15\u0b30\u0b3f\u0b25\u0b3e\u0b0f \u0964 \u0b06\u0b2e\u0b47 \u0b2a\u0b3e\u0b20\u0b4d\u0b5f \u0b2c\u0b3f\u0b37\u0b5f\u0b2c\u0b38\u0b4d\u0b24\u0b41\u0b30\u0b47 \u0b2b\u0b41\u0b32\u0b4d \u0b1f\u0b47\u0b15\u0b4d\u0b38\u0b1f\u0b4d \u0b15\u0b4d\u0b71\u0b4b\u0b30\u0b3f\u0b1c\u0b4d \u0b2a\u0b30\u0b3f \u0b07\u0b32\u0b3e\u0b37\u0b4d\u0b1f\u0b3f\u0b15\u0b4d \u0b38\u0b30\u0b4d\u0b1a\u0b4d\u0b1a\u0b30 (\u0b32\u0b41\u0b38\u0b47\u0b28\u0b4d) \u0b2e\u0b4c\u0b33\u0b3f\u0b15 \u0b15\u0b3e\u0b30\u0b4d\u0b2f\u0b4d\u0b5f\u0b15\u0b3e\u0b30\u0b3f\u0b24\u0b3e\u0b15\u0b41 \u0b2c\u0b4d\u0b5f\u0b2c\u0b39\u0b3e\u0b30 \u0b15\u0b30\u0b41 \u0b0f\u0b2c\u0b02 \u0b21\u0b3f\u0b21\u0b41\u0b2a\u0b4d\u0b32\u0b3f\u0b15\u0b47\u0b38\u0b28\u0b4d \u0b2a\u0b3e\u0b07\u0b2a\u0b32\u0b3e\u0b07\u0b28\u0b15\u0b41 \u0b15\u0b3e\u0b30\u0b4d\u0b2f\u0b4d\u0b5f\u0b15\u0b3e\u0b30\u0b40 \u0b15\u0b30\u0b3f\u0b2c\u0b3e \u0b2a\u0b3e\u0b07\u0b01 \u0b21\u0b47\u0b28\u0b4d\u0b38 \u0b2d\u0b47\u0b15\u0b4d\u0b1f\u0b30 \u0b2b\u0b3f\u0b32\u0b4d\u0b21\u0b30\u0b47 \u0b38\u0b3e\u0b2e\u0b4d\u0b2a\u0b4d\u0b30\u0b24\u0b3f\u0b15 \u0b38\u0b4d\u0b15\u0b4d\u0b30\u0b3f\u0b2a\u0b4d\u0b1f \u0b38\u0b4d\u0b15\u0b4b\u0b30\u0b4d \u0b15\u0b4d\u0b71\u0b4b\u0b30\u0b3f\u0b1c\u0b4d \u0b2c\u0b4d\u0b5f\u0b2c\u0b39\u0b3e\u0b30 \u0b15\u0b30\u0b3f\u0b25\u0b3e\u0b09 \u0964 \u0b06\u0b2e\u0b30 \u0b36\u0b3f\u0b15\u0b4d\u0b37\u0b23 \u0b2c\u0b38\u0b4d\u0b24\u0b41\u0b17\u0b41\u0b21\u0b3c\u0b3f\u0b15 (\u0b2a\u0b4d\u0b30\u0b36\u0b4d\u0b28\u0b17\u0b41\u0b21\u0b3f\u0b15)\u0b30\u0b47 \u0b2a\u0b3e\u0b20\u0b4d\u0b5f (\u0b2a\u0b4d\u0b30\u0b36\u0b4d\u0b28 \u0b2a\u0b3e\u0b20\u0b4d\u0b5f, \u0b09\u0b24\u0b4d\u0b24\u0b30 \u0b2a\u0b3e\u0b20\u0b4d\u0b5f) \u0b38\u0b39\u0b3f\u0b24 \u0b1a\u0b3f\u0b24\u0b4d\u0b30\/\u0b1a\u0b3f\u0b24\u0b4d\u0b30 \u0b38\u0b42\u0b1a\u0b28\u0b3e (\u0b1a\u0b3f\u0b24\u0b4d\u0b30, \u0b05\u0b19\u0b4d\u0b15\u0b28, \u0b07\u0b24\u0b4d\u0b5f\u0b3e\u0b26\u0b3f) \u0b25\u0b3e\u0b0f \u0b0f\u0b2c\u0b02 \u0b2a\u0b3e\u0b07\u0b2a\u0b32\u0b3e\u0b07\u0b28 \u0b2c\u0b3f\u0b37\u0b5f\u0b2c\u0b38\u0b4d\u0b24\u0b41 \u0b2a\u0b41\u0b32\u0b4d\u200c\u0b30\u0b41 \u0b38\u0b20\u0b3f\u0b15\u0b4d \u0b21\u0b41\u0b2a\u0b4d\u0b32\u0b3f\u0b15\u0b47\u0b38\u0b28\u0b4d \u0b1a\u0b3f\u0b39\u0b4d\u0b28\u0b1f \u0b15\u0b30\u0b3f\u0b2c\u0b3e\u0b15\u0b41 \u0b09\u0b2d\u0b5f\u0b15\u0b41 \u0b2c\u0b3f\u0b1a\u0b3e\u0b30\u0b15\u0b41 \u0b28\u0b47\u0b07\u0b25\u0b3e\u0b0f \u0964 \u0b38\u0b3f\u0b37\u0b4d\u0b1f\u0b2e\u0b4d\u200c\u0b30\u0b47 \u0b21\u0b41\u0b2a\u0b4d\u0b32\u0b3f\u0b15\u0b47\u0b1f\u0b4d \u0b2a\u0b4d\u0b30\u0b36\u0b4d\u0b28\u0b30 \u0b38\u0b43\u0b37\u0b4d\u0b1f\u0b3f \u0b0f\u0b2c\u0b02 \u0b17\u0b4d\u0b30\u0b39\u0b23\u0b15\u0b41 \u0b30\u0b4b\u0b15\u0b3f\u0b2c\u0b3e \u0b2a\u0b3e\u0b07\u0b01 \u0b06\u0b2e\u0b47 \u0b38\u0b2e\u0b3e\u0b28 \u0b06\u0b2d\u0b3f\u0b2e\u0b41\u0b16\u0b4d\u0b5f\u0b30\u0b47 \u0b06\u0b2c\u0b43\u0b24 \u0b0f\u0b15 \u0b30\u0b3f\u0b05\u0b32\u0b4d-\u0b1f\u0b3e\u0b07\u0b2e\u0b4d \u0b09\u0b2a\u0b2f\u0b4b\u0b17\u0b3f\u0b24\u0b3e\u0b15\u0b41 \u0b2e\u0b27\u0b4d\u0b5f \u0b38\u0b15\u0b4d\u0b37\u0b2e \u0b15\u0b30\u0b3f\u0b1b\u0b41; \u0b0f\u0b39\u0b3e \u0b21\u0b41\u0b2a\u0b4d\u0b32\u0b3f\u0b15\u0b47\u0b38\u0b28\u0b4d \u0b2a\u0b3e\u0b07\u0b01 \u0b0f\u0b15 \u0b17\u0b47\u0b1f\u0b4d-\u0b15\u0b3f\u0b2a\u0b3f\u0b02 \u0b2d\u0b33\u0b3f \u0b15\u0b3e\u0b2e \u0b15\u0b30\u0b47 \u0964 \u0b1c\u0b4d\u0b1e\u0b3e\u0b28 \u0b38\u0b1a\u0b47\u0b24 \u0b2e\u0b21\u0b47\u0b32\u0b4d\u200c\u0b17\u0b41\u0b21\u0b3f\u0b15 \u0b2c\u0b4d\u0b5f\u0b2c\u0b39\u0b3e\u0b30 \u0b15\u0b30\u0b3f \u0b13 \u0b17\u0b2d\u0b40\u0b30 \u0b36\u0b3f\u0b15\u0b4d\u0b37\u0b23 \u0b2e\u0b21\u0b47\u0b32\u0b4d\u200c\u0b17\u0b41\u0b21\u0b3f\u0b15\u0b30\u0b41 \u0b2c\u0b4d\u0b5f\u0b3e\u0b16\u0b4d\u0b5f\u0b3e\u0b24\u0b4d\u0b2e\u0b15 \u0b38\u0b42\u0b1a\u0b28\u0b3e \u0b06\u0b15\u0b4d\u0b38\u0b47\u0b38\u0b4d \u0b15\u0b30\u0b3f \u0b2a\u0b3e\u0b20\u0b4d\u0b5f\u0b30 \u0b05\u0b30\u0b4d\u0b25\u0b17\u0b24 \u0b38\u0b2e\u0b3e\u0b28\u0b24\u0b3e\u0b15\u0b41 \u0b06\u0b39\u0b41\u0b30\u0b3f \u0b2c\u0b22\u0b3e\u0b07 \u0b26\u0b3f\u0b06\u0b2f\u0b3e\u0b07\u0b2a\u0b3e\u0b30\u0b47 [1][2] \u0964 \u0b2e\u0b21\u0b47\u0b32\u0b4d\u200c\u0b17\u0b41\u0b21\u0b3f\u0b15\u0b30 \u0b2b\u0b33\u0b3e\u0b2b\u0b33 \u0b09\u0b2a\u0b30\u0b47 \u0b28\u0b3f\u0b30\u0b4d\u0b2d\u0b30 \u0b15\u0b30\u0b3f\u0b2c\u0b3e\u0b15\u0b41 \u0b2c\u0b30\u0b4d\u0b23\u0b4d\u0b23\u0b3f\u0b24 \u0b2e\u0b21\u0b47\u0b32\u0b4d \u0b38\u0b2e\u0b42\u0b39 \u0b0f\u0b15\u0b3e\u0b21\u0b47\u0b2e\u0b3f\u0b38\u0b3f\u0b06\u0b28\u0b19\u0b4d\u0b15 \u0b2e\u0b27\u0b4d\u0b5f\u0b30\u0b47 \u0b2c\u0b3f\u0b36\u0b4d\u0b71\u0b3e\u0b38 \u0b2c\u0b43\u0b26\u0b4d\u0b27\u0b3f \u0b15\u0b30\u0b3f\u0b2a\u0b3e\u0b30\u0b47 [3] \u0964<\/p>\n\n\n\n

\u0b28\u0b3f\u0b2e\u0b4d\u0b28\u0b30\u0b47 \u0b1a\u0b3f\u0b24\u0b4d\u0b30\u0b3f\u0b24 \u0b21\u0b3e\u0b1f\u0b3e \u0b2b\u0b4d\u0b32\u0b4b \u0b21\u0b3e\u0b07\u0b17\u0b4d\u0b30\u0b3e\u0b2e\u0b4d \u0b2e\u0b3e\u0b27\u0b4d\u0b5f\u0b2e\u0b30\u0b47 \u0b06\u0b2e\u0b47 \u0b0f\u0b39\u0b3f \u0b2a\u0b3e\u0b07\u0b2a\u0b32\u0b3e\u0b07\u0b28\u0b15\u0b41 \u0b09\u0b2a\u0b38\u0b4d\u0b25\u0b3e\u0b2a\u0b28 \u0b15\u0b30\u0b3f\u0b2c\u0b3e\u0b15\u0b41 \u0b1a\u0b47\u0b37\u0b4d\u0b1f\u0b3e \u0b15\u0b30\u0b3f\u0b1b\u0b41:<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u0b25\u0b4d\u0b30\u0b47\u0b38\u0b4d\u200c\u0b39\u0b4b\u0b32\u0b4d\u0b21 \u0b1a\u0b5f\u0b28:<\/strong><\/p>\n\n\n\n

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\u0b32\u0b47\u0b2c\u0b32\u0b21\u0b4d \u0b2a\u0b4d\u0b30\u0b36\u0b4d\u0b28 \u0b2f\u0b4b\u0b21\u0b3f\u0b30\u0b47 \u0b05\u0b1b\u0b3f : \u0b1f\u0b47\u0b15\u0b4d\u0b38\u0b1f\u0b4d + \u0b1a\u0b3f\u0b24\u0b4d\u0b30, \u0b15\u0b47\u0b2c\u0b33 \u0b1a\u0b3f\u0b24\u0b4d\u0b30<\/td>2710<\/td>80.1% (2193)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

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