Vons 1 Computer Vision Project

Here are a few use cases for this project:

1. Retail Inventory Management: Vons 1 enables automatic identification and classification of discounted products, useful for accurate inventory tracking and management. It helps retailers ensure they have the right stock levels based on different sale statuses, minimizing the chance of overstocking or understocking.

2. Automated Pricing Check: Retailers can use Vons 1 to automatically monitor and update the pricing of products on shelves. It can alert when there's a discrepancy between the actual and targeted discount, facilitating real-time price adjustment.

3. Customer Experience Improvement: In-store retail apps can integrate Vons 1 to help shoppers locate discounted items or special deals more quickly, improving the shopping experience. By simply scanning the shelves with their smartphones, customers can find which items are on sale, clearance, or part of a promotional bundle.

4. Store Layout Optimization: By identifying which sales classes (Sale, PriceReduction, Fab5, Clearance, QuantitySale, DisplaySale, Sugar) are gaining more traction, retailers can optimize store layouts and product placement, leading to better sales performance.

5. Sale Trend Analysis: Businesses can use Vons 1 to automatically identify and classify sales trends over time. The model can monitor changes in the number and types of sales, providing valuable insights for sales and marketing strategy development.