Cameras from Other Ebay Listings

Requirements Clarification & Assessment

1. Objective: The primary goal is to accurately distinguish camera listings from other related products like tripods, cables, and batteries on eBay.
2. Data Sources: The available data includes:
   • Ad Titles: Short text descriptions of products.
   • Product Descriptions: Detailed text information about the products.
   • Prices: Numerical data indicating the cost of each item.
   • Images: Visual representations of the products.
3. Constraints:
   • Accuracy: High precision and recall are needed to ensure correct classification.
   • Scalability: The solution should handle a large volume of listings efficiently.
   • Real-time Processing: Consideration for real-time classification if required.
4. Assumptions:
   • The dataset contains sufficient labeled examples for supervised learning.
   • Text and image data are clean and relevant to the classification task.