20k NSFW Image Summaries

I’m preparing an adult-content dataset and need concise, consistent text summaries for roughly 20,000 images. For every frame, write a single sentence that identifies the main person or people and clearly states what they’re doing. No bounding boxes or tag lists—just a brief, neutral description focused on the core action.

Style guide
• 8–20 words per image.
• Use anatomical or neutral terms; no slang, judgment, or profanity.
• Mention only elements essential to understand the activity; omit background clutter, clothing details, or minor objects unless they change the meaning.

Workflow
Images will be shared through a secure web interface. You can type directly into the platform or work offline in a CSV/Excel sheet and re-upload. I review each batch quickly; once it passes spot-checks for accuracy and adherence to the guide, the milestone is released.

Timeline & volume
A four-to-six-week turnaround for the full 20k set is ideal, but faster completion (or team efforts) is welcome. Let me know your daily throughput and any experience you have with NSFW labeling, dataset annotation, Mechanical Turk, CVAT, or similar tools.

Clear, speedy communicators with a proven eye for detail will thrive on this project. Looking forward to your proposed approach and availability.