PhotoCheck

Review, describe, and label your photos

Upload a non-sensitive photo. Draft a description and suggested labels, or ask a specific question. Review and edit the suggestions before using them to organize or describe your images. Model answers can be wrong.

Photo

Your question

Model answer — verify before use

Server request time

Time excludes browser upload and rendering; may include a GPU queue or first local model load.

Draft a photo review

Three questions about subject, activity, and setting produce an editable draft. These are suggested labels, not verified categories.

Description draft — verify and edit

Suggested labels — verify and edit

Answers behind this draft

Total review request time

Examples

Photo	Your question

Pages:

Examples: rows 0-23 of merve/vqav2-small, validation split.

Scope and privacy: Use non-sensitive images. Uploaded images are processed on the hosting server; Gradio temporary files are periodically removed. This is not a navigation aid, identity tool, or safety assessment. The app does not produce calibrated confidence scores.

Model: Salesforce BLIP VQA base. Built for ARIN 460 using Python, Transformers, PyTorch, and Gradio.