MUSkAN
BETA
Machine-based Utilization for Smart Knowledge in assessing needs of oral health
muskan-tool.vercel.app
Anubhav Shivam Nath
anubhavnath60@gmail.comAbout MUSkAN
Machine-based Utilization for Smart Knowledge in assessing needs of oral health
MUSkAN is a cutting-edge tool that will transform the diagnostics of oral health. This innovative project, created by Anubhav Shivam Nath, offers precise and instantaneous insights into dental health by fusing cutting-edge AI technology with a small physical device. MUSkAN, which is currently in beta testing, has the potential to revolutionize oral care by being accessible, accurate, and convenient.
How It Works
AI Model
- Trained using the YOLOv8 model on a dataset of 5000 teeth images, this AI model specializes in detecting dental issues such as caries, cavities, and cracks.
- The processed data is further analyzed by a second AI model, LLaMA3, which generates a detailed diagnosis.
Physical Device
- Equipped with an MQ136 hydrogen sulfide gas sensor, MUSkAN can detect signs of bad breath by analyzing hydrogen sulfide levels.
- A temperature sensor monitors the user's oral temperature, aiding in the detection of abnormalities.
- Combined with the AI's analysis, the device offers an all-encompassing view of oral health.
Features
Dental Diagnostics
Identify caries, cavities, and cracks with 85% accuracy.
Breath Analysis
Detect bad breath caused by high levels of hydrogen sulfide and VSCs gases.
Temperature Monitoring
Measure mouth temperature to identify potential health issues.
AI-Generated Data
Receive in-depth insights powered by state-of-the-art AI models.
Ethical Data Collection
MUSkAN is transparent and protects user privacy. The device takes pictures of teeth to help dental researchers and improve diagnostic precision. With an opt-in model for contributing images to advance AI development, users maintain control over their data. Additionally, people can support MUSkAN ' s goal of developing more potent and dependable AI systems by freely donating their dental images.
Future Plans
Expanded Training
Incorporating a larger dataset with more diverse dental images to improve the AI's accuracy.
Broader Diagnostics
Scalable cloud infrastructure for modern enterprises.
Resources
We try to make good resources for researchers and public.
More cost effective
We will working on how to make it more affordable
