You will get 𝗗𝗲𝗻𝘁𝗮𝗹 𝗔𝗜-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗧𝗲𝗲𝘁𝗵 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻
Project details
𝗥𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝗶𝘇𝗶𝗻𝗴 𝗗𝗲𝗻𝘁𝗮𝗹 𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝘁𝗶𝗰𝘀 𝘄𝗶𝘁𝗵 𝗔𝗜-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗧𝗲𝗲𝘁𝗵 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻
fine-tuned a YOLOv11n model for comprehensive dental condition detection!
𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝘁:
I developed an advanced teeth detection system capable of identifying 12 critical dental conditions:
• Caries (cavities)
• Crown restorations
• Dental fillings
• Implants
• Malaligned teeth
• Mandibular canal
• Missing teeth
• Periapical lesions
• Retained roots
• Root canal treatments
• Root pieces
• Impacted teeth
𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:
• Fine-tuned YOLOv11n architecture with custom dataset
• Leveraged CUDA acceleration for optimal performance
• Achieved real-time detection capabilities
• Comprehensive coverage of common dental pathologies
fine-tuned a YOLOv11n model for comprehensive dental condition detection!
𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝘁:
I developed an advanced teeth detection system capable of identifying 12 critical dental conditions:
• Caries (cavities)
• Crown restorations
• Dental fillings
• Implants
• Malaligned teeth
• Mandibular canal
• Missing teeth
• Periapical lesions
• Retained roots
• Root canal treatments
• Root pieces
• Impacted teeth
𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:
• Fine-tuned YOLOv11n architecture with custom dataset
• Leveraged CUDA acceleration for optimal performance
• Achieved real-time detection capabilities
• Comprehensive coverage of common dental pathologies
AI Development Type
Deep Learning, Model TuningAI Tools
Azure Machine Learning, Keras, NVIDIA AI Platform, PyTorch, TensorFlowAI Development Language
PythonWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 10 days
- Number of Revisions 1
- AI Model Integration
- Detailed Code Comments
- Knowledge Graph
- Model Documentation
- Ontology
- Source Code
- Taxonomy
About Muhammad
Machine & Deep Learning Expert
Faisalabad, Pakistan - 3:50 pm local time
I'm Anique, As a passionate data science professional, I specialize in transforming complex data challenges into innovative solutions using advanced machine learning and deep learning techniques. With two years of hands-on experience, I have successfully delivered multiple complex projects that demonstrate my expertise in developing cutting-edge AI solutions.
My core competencies include:
Machine Learning Algorithm Development
Deep Learning Model Design
Data Analysis and Visualization
Predictive Modeling
Neural Network Architecture
Python Programming
TensorFlow and PyTorch Implementation
Statistical Analysis
I pride myself on my ability to:
Translate complex technical concepts into actionable insights
Develop robust and efficient data-driven solutions
Work collaboratively with cross-functional teams
Deliver high-quality results within specified timelines
Whether you need advanced predictive models, intelligent data analysis, or sophisticated machine learning algorithms, I am committed to helping you achieve your project goals with precision and innovation.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
model training
train yolo model own custome dataset