Extract Images From PDF Files

I have a collection of PDFs and I need every embedded image pulled out—nothing more, nothing less. The task is strictly data extraction from documents, focusing on images inside those PDFs.

What I will hand over:
• A folder of PDF files (varied page counts).

What I need back:
• All images extracted at their original resolution and colour profile.
• Logical file names (e.g., source-file_pXX_imgYY) and tidy sub-folders that mirror the PDF order.
• A single ZIP archive containing the organised images.

Acceptance criteria:
1. No loss in quality—image dimensions and DPI must match the source.
2. Every page checked; confirm in a short report how many images came from each file.
3. Final ZIP uploads without corruption and opens on both Windows and macOS.

Use whichever tool or workflow suits you—Adobe Acrobat Pro, pdftoimage, Python scripts, or other reliable utilities—so long as the output meets the above points. Let me know your turnaround time and any clarifying questions, and we can get started right away.