Research & LabsResearch prototype

Dental Vision Workbench

An image-annotation workbench and a dental-analysis interface prototype.

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Discipline
Research & Labs
Build
Research prototype
Core stack
Python / Flask
Write-up
Project notes
The challenge

The problem behind the build

Image research needs organized uploads, saved annotations and a way to inspect experiments.

The approach

How the pieces fit together

The repository pairs a Flask upload and annotation tool with a React interface for radiograph, visual-analysis and model-information views.

Capabilities

Inside the implementation

Image uploads and annotation storage

Annotation export and dataset statistics

Radiograph and training-metric interface screens

Technology

The stack behind this project

PythonFlaskReactTypeScript

Project scope

A research and interface prototype, not a clinically validated diagnostic system.

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