From photo to video evidence

How the AI pornstar face finder works

One search follows the same face pipeline used to build the video index, keeping the query and catalog vectors directly comparable.

01

Upload one useful face

Choose a portrait or screenshot with one clear adult performer. The file is decoded in temporary storage and deleted after search.

03

Review ranked videos

Vector search finds nearby sampled faces, groups evidence by video, and returns thumbnails, similarity scores, and source links.

Built for face-to-video retrieval

The technology behind the search

This is not a generic image-search wrapper. It is a purpose-built pipeline that samples video, filters face detections, stores compact vectors, and retrieves evidence at video level.

Test the beta with a clear photo
01
Detect + encode

InsightFace · 512D embeddings

Buffalo_L face detection and recognition create normalized vectors for both indexed frames and search images.

float[512]
02
Sample + deduplicate

Temporal video face indexing

Frames are sampled at intervals, low-quality detections are rejected, similar faces are clustered, and intro/outro segments are excluded by skipping the first and last 20 seconds.

8s · max 120
03
Retrieve + group

Supabase Postgres · pgvector HNSW

Half-precision vectors use cosine similarity and an HNSW index. Nearby faces are grouped into useful video-level results.

halfvec · cosine
Know what you are searching

Pornstar image finder vs. reverse image search

The difference matters when your screenshot does not exist elsewhere as the same exact image.

Traditional reverse image search

Looks for the same picture

  • Matches duplicate or near-duplicate files
  • Depends on the exact frame being published
  • Often fails after cropping, overlays, or compression
findbyface video search

Looks for the same face

  • Compares facial structure across different frames
  • Can retrieve other scenes and camera angles
  • Groups multiple supporting faces into one video result
Better input, better ranking

How to find a pornstar by photo or screenshot

A saved picture, uploaded photo, or pasted video screenshot all use the same face-matching pipeline. The face should be visible, reasonably large, and not heavily edited.

Works best
  • One face in the image
  • Front-facing or mild three-quarter angle
  • Sharp eyes and visible facial outline
  • Even light without strong color filters
  • Crop out subtitles and player controls
× Try to avoid
  • Group shots or background faces
  • Motion blur and very small faces
  • Masks, sunglasses, or heavy obstruction
  • Extreme profile angles
  • AI filters that reshape facial features
Transparent by design

This pornstar finder is in active beta

The core search is working, but we are still expanding the indexed library and measuring real-world ranking quality. Some searches will be excellent; others may miss a performer who has not been indexed yet or appears only in difficult frames.

Now Face-to-video retrieval
Improving Coverage + threshold calibration
Next Better grouping + search feedback
Private, limited, responsible

What happens to your photo

The search needs the face for a few seconds—not a permanent copy of your image.

01

Temporary file

The upload is written to a temporary request folder only long enough to detect and encode the face.

02

Transient query vector

A normalized face vector is compared with the index. The query image is not uploaded to Supabase or added as searchable content.

03

Automatic deletion

The temporary upload directory is removed after success, error, or timeout. The tool does not generate deepfakes or synthetic media.

Adults only. Upload images you own or are permitted to use. Do not use results to harass, expose, track, threaten, or make decisions about a private person. Review our Privacy Policy, Terms, and DMCA process.

Pornstar finder questions

Frequently asked questions

Clear answers about how face search works, what the scores mean, and what to expect during beta.

How does the AI pornstar finder search by face?

It detects the face in an uploaded photo, creates a numerical face vector, and compares that vector with sampled faces from indexed adult videos. Results are grouped by video and ranked by visual similarity.

Can I find a pornstar from a video screenshot?

Yes. Copy a clear screenshot and press Ctrl+V or Command+V anywhere on the search page, or upload the saved image. Crop away player controls, subtitles, borders, and unrelated people before searching.

Is this the same as reverse image search?

No. Traditional reverse image search looks for copies of the same picture. This tool searches the face itself, so it can find matching appearances in different frames, scenes, lighting, and camera angles.

How accurate are the matches?

Accuracy depends on photo quality, pose, index coverage, and how often a face appears clearly in a video. Similarity scores are useful ranking signals, not proof of identity. Review the linked source before reaching a conclusion.

Is my uploaded image stored?

No. The uploaded file is processed in a temporary directory and deleted when the search finishes. The query image is not uploaded to Supabase or added to the video index.

Why did my search return no results?

The face may be too small, blurred, covered, heavily filtered, or absent from the current beta index. Try a sharper front-facing frame, crop to one face, or test a second screenshot from the same video.

What does beta mean for this tool?

The search works, but the video index is still growing and ranking thresholds are still being calibrated. Coverage, speed, and result grouping will continue to improve before the full launch.

Is the pornstar face finder free?

The tool is free during beta. Limits or account features may change later, but any future changes will be shown clearly before they affect a search.

Can this work as a pornstar name finder?

It can help when matching video titles or source pages contain a performer name. The primary result is a ranked list of matching video appearances, so a name is not guaranteed and every source should be reviewed.

Is this a pornstar lookalike finder?

Not primarily. A lookalike finder recommends different people with similar features. This tool is designed to retrieve appearances of the same face across indexed videos, although visually similar people can still produce false matches.

One photo is enough to start

Search the growing video index

Use a clear performer portrait or crop a sharp frame from the video you are trying to identify.

Try the beta face search Looking for creator profiles instead? Try the OnlyFans face finder.