venakt Computer Vision Project

Here are a few use cases for this project:

1. Liquor Inventory Management: The "venakt" model could be advantageous for liquor stores, bars, or restaurants that need to track their inventory of various brands/types of liquor. The ability to recognize different classes of bottles could provide insights on inventory levels, popular product tracking and reordering needs.

2. Automated Checkout System: Retail establishments might use this model for an automated checkout system. As customers place bottles onto the scanner, the model would identify the type of bottle and automatically add the item on the bill for a cashier-less shopping experience.

3. Age Verification System: In some regions, certain types of alcoholic beverages can only be purchased by individuals of a certain age. The model could be used to flag certain purchases, meaning the cashier would have to verify the customer's age before the sale could proceed.

4. Smart Vending Machines: Vending machines for adults could use the model to confirm the type and size of the bottle being dispensed. This would ensure accurate tracking of inventory and revenue.

5. Waste Management and Recycling: Recycling facilities could use this model to sort glass bottles by their type and brand, enabling them to streamline their operations and process recyclables more efficiently.