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Image Recognition

Take or select a photo, and AI automatically recognizes bill information.

Image Recognition

How to Use​

  1. Hold the Record button in the bottom bar
  2. Slide to Camera or Gallery
  3. Take or select a receipt photo
  4. AI recognizes the image and creates the transactions
  5. Open the saved transaction to check the amount, category, account and attachment; edit it if needed

Supported Scenarios​

  • Shopping Receipts - Supermarket, mall receipts
  • Food Delivery Orders - Uber Eats, DoorDash screenshots
  • Transfer Records - Payment app transfer screenshots
  • Invoices - Electronic or paper invoices

Recognized Content​

AI will attempt to identify:

  • Amount
  • Merchant name
  • Transaction time
  • Purchase items

Multiple Transactions per Image​

A receipt or statement can contain several transactions. The current mobile flow creates the recognized transactions and displays the save result:

  • Check each saved transaction's amount, category, account, tags and note; edit or delete it if needed
  • With Auto-add Attachment enabled, the image is attached to each recognized transaction so you can revisit the original receipt
  • Enable Keep Original Attachments when you need the original image quality

Tips​

  • Use clear, legible images
  • Include complete amount information
  • Avoid glare or shadows

Manual Adjustment​

AI recognition may not be 100% accurate. Check the saved transactions and edit them if needed.

Auto Tag​

When using image recording, the system automatically adds an "Image Recording" tag to the transaction for easy filtering and statistics.

Auto-Save Attachment​

Enable Auto-add Attachment in Me → Smart Billing to save the selected or captured image as a transaction attachment without adding it manually.

Since 3.8.4, enable Keep Original Attachments on the same page to preserve attachment dimensions and quality. AI recognition uses a separate compressed copy to avoid uploading oversized images. The switch is off by default, takes effect without restarting, and only affects new attachments. See Keep Original Attachments.

Web Image Recording​

After signing in to BeeCount Cloud on the web, the desktop browser supports direct image paste:

  1. On any page, press ⌘K / Ctrl+K to open the command palette
  2. Press ⌘V / Ctrl+V to paste an image (a screenshot in the clipboard, or drag-drop)
  3. The default action switches to "AI bill (image)" → Enter
  4. A dialog shows N transaction drafts; edit category / account / tags / note per row
  5. Click "Save selected" to commit them in one batch

The server uses a vision LLM (Zhipu GLM-4V Flash etc., bind it in AI Config) to parse, and all N transactions share the original image as an attachment. On failure, the LLM raw output is shown for debugging.

Same as mobile, recognized transactions are auto-tagged with "AI" + "Image".