A deep learning system for detecting gingivitis (gum disease) from oral/dental images.
A CNN classifies gingivitis presence from oral cavity images, with automated preprocessing preparing dental photographs for consistent model input and a web interface returning an instant diagnostic result on upload.
Gingivitis is reversible when caught early and progresses to irreversible periodontal damage when it is not, yet most people only see a dentist once symptoms are advanced.
Enable screening from an ordinary oral photograph, so early signs can be flagged without a clinic visit and the patient is prompted to seek treatment while it still reverses.
CNN-Based Image Classification
Detects gingivitis presence from oral cavity images.
Automated Preprocessing
Prepares dental images for consistent model input.
Web-Based Prediction Interface
Upload an image and receive an instant diagnostic result.
Deep Learning
Image processing
Application
Image upload
An oral cavity photograph is submitted.
Preprocessing
The image is normalised for consistent input.
Classification
The CNN predicts gingivitis presence.
Result
The diagnostic outcome is returned instantly.
Every project is quoted individually, because the price depends on the modules you need, your technology stack, your college's format and your deadline. Send us the project name on WhatsApp and we'll share a quote the same day.
Yes. Share your guide's requirements, preferred technology stack and abstract format, and we adapt the modules, dataset or UI accordingly.
That is the point of the explanation session. We walk you through the architecture, every module, the flow of data and the results, and hand over a viva question bank with answers.
We help you with setup end to end — dependencies, environment, database and configuration — over chat or a call until it runs on your machine.
Yes. Post-delivery support is included, so you can come back for fixes, doubts or demo help even after the project is delivered.
Get complete source code, documentation, PPT, explanation, and support.
A predictive healthcare system for detecting hematologic toxicity following chemotherapy treatment.
Custom quote
Priced to your scope
A diagnostic support system for early Alzheimer's disease detection using imaging and behavioral data.
Custom quote
Priced to your scope
A deep learning-based diagnostic tool for detecting brain tumours from MRI scans with explainable predictions.
Custom quote
Priced to your scope