---
title: Denoise Judging
emoji: 🔬
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
short_description: Blind A/B judging of denoised microscopy images
---

# Denoise Judging

Blind A/B judging Space for the Stemson-AI denoising experiments.

- Reads triplets (`raw`, `cimp_gan`, `n2v`) from the private dataset
  `Stemson-AI/denoise-judging-triplets`.
- Writes one judgment per JSON file to the private dataset
  `Stemson-AI/denoise-judgments`.
- De-duplicates by email: a user only sees triplets they have not yet judged.

## Required Space secret

- `HF_TOKEN` — fine-grained token with **read** access to
  `Stemson-AI/denoise-judging-triplets` and **write** access to
  `Stemson-AI/denoise-judgments`.