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In future work, we plan to investigate other advanced tobacco grading methods and study more lightweight networks to reduce the computational time when training models, ensuring the balance between the accuracy and computational cost

Training gaps are commonly cited during enforcement actions as a contributing factor to violations

Such regulatory and legal challenges remain a significant cost consideration for BAT, especially given its reliance on its core Combustibles portfolio, which faces greater regulatory pressure on a public health basis as compared to its Smokeless products portfolio, which currently comprises only 17.5% of revenue