first-data 2 Computer Vision Project

Here are a few use cases for this project:

1. Automated Vending Machine Inventory: The "first-data" model can be used to keep track of inventory in vending machines. For instance, an AI system could periodically scan the arrangement and quantity of the drinks to identify whether the machine is out of stock of Sprite, Cola, or Fanta.

2. Intelligent Recycling Bins: Computer vision can be deployed in smart recycling bins to identify the type of drink containers being discarded. By distinguishing between Sprite, Cola, and Fanta cans or bottles, the system can provide more precise data for recycling studies, or apply specific recycling processes.

3. Brand Market Analysis: In a retail environment, insights about the popularity of different drink brands can be drawn by using security footage to identify the purchase of Sprite, Cola, or Fanta drinks.

4. Advertising Efficacy Metrics: Brands can use such a model in assessing the effectiveness of their in-store advertising or placements by using security cameras to analyze the selection preference of customers for Sprite, Cola, and Fanta.

5. Health and Nutrition Studies: The model can be used in nutritional studies to track the consumption of different types of sodas. This data could be utilized to understand people's drinking habits and to plan better public health policies or interventions.