irodori User Guide

ANSWER Lite is a web application that lets non-engineers manage, visualize and apply AI models to spectral data collected with the irodori sensor — for food, agriculture, research and manufacturing teams.

• Data Management

  Upload CSVs directly. Organize with folders, tags and labels.

• Visualize & Analyze

  Spectrum, comparison, PCA, ANOVA and reference views in seconds.

• AI Models

  Apply trained models for classification and quality prediction in one click.

• Multi-language

  Japanese / English supported — switch from the globe icon in the header.

1. 01

   Sign in

   Open lite.answer-app.com and sign in with the email and password issued to you.

2. 02

   Add data

   From the "Data" sidebar item, upload CSVs directly or import from your irodori device.

3. 03

   Visualize & analyze

   Select your data and open "Analysis" — view spectra, run PCA and apply AI models seamlessly.

1. 01Login

   Login

   Open lite.answer-app.com and sign in with your email (or username) and password.

   • "Stay signed in" simplifies repeat access
   • Reset your password from the link on this screen
   • New accounts are issued by your administrator
   
2. 02Dashboard

   Dashboard

   Your starting point after signing in. See total data count, active AI models and irodori connection at a glance.

   • Three summary cards: Total Data, Active AI Models, Connection
   • Recent activity (folder operations) shown chronologically
   • In-app notifications for announcements and new features
   
3. 03Data

   Data Management

   Organize hyperspectral measurements from irodori using folders, tags and labels.

   • New Folder / CSV upload / Add to folder for flexible categorization
   • Filter by device, target or label — search updates in real time
   • Send selected data straight to Analysis, or export as CSV
   
4. 04Analysis

   Analysis & Visualization

   Visualize and analyze irodori's 18-band spectral data — no code required.

   • Normal Analysis: switch between Spectrum / Compare / PCA / ANOVA / Reference
   • Advanced Analysis: box plot, clustering, differential and detailed PCA
   • Export results as CSV / PNG / PDF
   
5. 05Dataset

   Dataset Creation

   Build a dataset for AI model training in three steps.

   • Step 1: Pick training samples from your uploaded data
   • Step 2: Set the train / validation split with a slider
   • Step 3: Review and save — your dataset is ready for model training
   
6. 06AI Model

   AI Model Use

   Use trained AI models to classify spectra and predict quality indicators.

   • Switch between "Common" and "User-only" models
   • Pick from running models that match your use case
   • Select model → apply data → review results in one flow
   
7. 07Feedback

   Feedback

   Send impressions, bug reports and feature requests directly to the team.

   • Enter name, title and message, then submit
   • The team triages by priority and impact
   • Feature requests are considered for upcoming releases; critical bugs are addressed quickly
   
8. 08Settings

   Settings

   Manage account, plan, security and device settings in one place.

   • Profile: account name, username and email
   • Plan & Billing: review your subscription
   • Security: change password / two-factor authentication
   • Device: check connected irodori units
   

• Account handling

  Issue an account per member and never share credentials. Notify your administrator at offboarding.

• Recommended browsers

  Latest Google Chrome / Microsoft Edge / Safari. Older browsers may render incorrectly.

• Versioning

  The current version is shown in the footer. New features are announced from the dashboard.