Prime

step 1

Object Detection

step 1 Computer Vision Project

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Here are a few use cases for this project:

  1. Dental Diagnosis Aid: A computer vision application that assists dentists in diagnosing and identifying various dental issues, such as cavities, impacted teeth, and periodontal bone loss, helping them create a comprehensive treatment plan for their patients.

  2. Dental Education: A tool for dental students and professionals to practice identifying restoration classes on anonymized patient X-rays, enabling them to become more proficient in diagnosing oral health problems.

  3. Dental Insurance Analysis: An application for dental insurance companies to assess the complexity and coverage requirements of dental treatments based on the identified restoration classes, streamlining claim processing and reducing the potential for fraud.

  4. AI-Powered Dental Imaging Software: A feature in dental imaging software that automatically annotates and highlights areas of interest related to various restoration classes, saving time for dental practitioners and improving patient communication.

  5. Dental Research and Data Analysis: A tool for oral health researchers to quickly identify and categorize various dental restoration classes within large datasets, allowing them to conduct more efficient studies and generate valuable insights into oral health and treatment patterns.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            step-1-o18pv_dataset,
                            title = { step 1 Dataset },
                            type = { Open Source Dataset },
                            author = { Prime },
                            howpublished = { \url{ https://universe.roboflow.com/prime-snf1v/step-1-o18pv } },
                            url = { https://universe.roboflow.com/prime-snf1v/step-1-o18pv },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-05-05 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the step 1 project in your project.

Source

Prime

Last Updated

9 months ago

Project Type

Object Detection

Subject

Restoration

Views: 448

Views in previous 30 days: 62

Downloads: 23

Downloads in previous 30 days: 3

License

CC BY 4.0

Classes

46 Apical Lesion Apical lesion Artifical crown Braces Buccoangular Impacted tooth Calculus Canal obliteration Class 1 cavity filling Class 2 cavity filling Class 3 cavity filling Class 4 cavity filling Class 5 cavity filling Convergent root Cystic lesion Decidious teeth Dilaserasgon Distoangular Impacted tooth Divergent root Endodontically treated teeth External Object External resorption Filling Fractured crown Furcation lesion Germ Horizontal Impacted tooth Horizontal bone loss Hypercementosis Impacted tooth Implant Internal resorption Inverted Impacted tooth Lack of interproximal tooth contact Lesion Mesioangular Impacted tooth Microdontic tooth Open Apex Open margin Overeruption Overhang Periodontal bone loss Pontic Post Post-Core Restorasyon Prepared tooth Pulp stone Retainer Root Root fracture Signs of bone structure disorder Signs of caries Signs of secondary caries Socket Supernumerary tooth Vertical Impacted tooth Vertical bone loss Yeterli canal filling Yetersiz canal filling