MedWasteGUARDIAN View source
RESEARCH PROTOTYPE PUBLIC PREVIEW

See the signal.
Keep the human in charge.

MedWaste Guardian explores how image screening and source-aware references could support careful biomedical waste handling.

This hosted site is a visual prototype. It does not classify waste or give disposal instructions.

Explore the preview Read the project on GitHub
Static Vercel presentationImage preview stays in this browser
DESIGNED TO EXPLOREImage screeningSource-aware referencesHuman reviewNo automated disposal decisions
THE IDEA

Useful context.
Visible limits.

The repository combines experiments in image classification and retrieval. This website explains that direction without presenting the older prototype as a validated service.

01 VISION

Image screening

The source repository includes a YOLO-based image experiment. A hosted inference service is not connected here.

Local model only
02 REFERENCES

Source-aware references

Retrieval and language-model components exist in the prototype, but the current index and model are local files.

Not served online
03 REVIEW

Human confirmation

Any real-world handling decision must follow local regulations, facility procedures, and trained review.

Always required
BROWSER-LOCAL PREVIEW

Try the image
preview.

Select a non-sensitive image to see how the preview interface behaves. It stays on this device. No image classification or disposal advice is generated.

This preview stays in your browser
The file is not uploaded or sent to an AI provider.
INTERFACE WALKTHROUGH

Review an image

PREVIEW ONLY
No image selectedChoose a file to preview it locally

No analysis will runThis public site is a static presentation. The YOLO model and retrieval backend are not deployed.

For demonstration only · not a disposal toolInspect the prototype ↗
BOUNDARIES

A prototype can help
frame a question.

It cannot replace your facility’s waste-management plan, local rules, or trained staff.

  • 01

    No live classifierThe uploaded image is previewed in your browser only.

  • 02

    No legal or clinical guidanceNo disposal recommendation is generated or validated here.

  • 03

    No sensitive imagesUse only non-identifying sample images in this preview. Do not upload patient data.

Review the source repository
WHAT A LIVE SYSTEM WOULD NEED

A private inference service for the image model, a reviewed and versioned regulation corpus, secure request handling, and a human-review workflow. Those services are not part of this Vercel deployment.

NOT CONNECTED