graph TD A[Product Details Input] --> B[Image Collection Silo] B --> B1[Crawl Amazon URL] B --> B2[Search Additional Images] B1 --> B3[Raw Image URLs] B2 --> B3 B3 --> C[Image Analysis Silo] C --> C1[Batch Image Analysis] C --> C2[Generate Selection Criteria] C1 --> C3[Top Images Selected] C2 --> C3 C3 --> D[Image Processing Silo] D --> D1[Resize Images] D --> D2[Enhance Low Quality] D1 --> D3[Optimized Images] D2 --> D3 D3 --> E[Metadata Creation Silo] E --> E1[Individual Image Analysis] E --> E2[Generate Metadata Text] E1 --> E3[Final Image Directory] E2 --> E3 E3 --> F[Output Directory] F --> F1[Optimized Images] F --> F2[Metadata JSON Files] style B fill:#f9f,stroke:#333 style C fill:#bbf,stroke:#333 style D fill:#bfb,stroke:#333 style E fill:#fbf,stroke:#333