You will get Dental X-Ray Segmentation AI
Project details
I specialize in object detection and image segmentation with YOLO v8 and PyTorch, and I deploy them as real, scalable APIs with FastAPI and Docker. I currently ship medical-imaging models in production, reaching up to 95% segmentation accuracy on clinical data.
WHAT YOU GET:
• Custom detection or segmentation model trained on YOUR data
• Evaluation report (mAP, precision, recall)
• Clean inference script + trained model weights
• Optional FastAPI endpoint + Docker container for deployment
• Full ownership of all code and weights
GREAT FOR: object detection, instance/semantic segmentation, medical imaging, defect detection, OCR pre-processing, and image classification.
I work with PyTorch, YOLO v8, OpenCV, FastAPI and Docker, and I keep you updated at every step.
Message me before ordering with a short description of your problem and your dataset, so I can confirm the best approach and a realistic timeline.
WHAT YOU GET:
• Custom detection or segmentation model trained on YOUR data
• Evaluation report (mAP, precision, recall)
• Clean inference script + trained model weights
• Optional FastAPI endpoint + Docker container for deployment
• Full ownership of all code and weights
GREAT FOR: object detection, instance/semantic segmentation, medical imaging, defect detection, OCR pre-processing, and image classification.
I work with PyTorch, YOLO v8, OpenCV, FastAPI and Docker, and I keep you updated at every step.
Message me before ordering with a short description of your problem and your dataset, so I can confirm the best approach and a realistic timeline.
Machine Learning Tools
OpenCV, PyTorch, scikit-learnWhat's included
| Service Tiers |
Starter
$75
|
Standard
$250
|
Advanced
$550
|
|---|---|---|---|
| Delivery Time | 5 days | 6 days | 8 days |
Number of Revisions | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | - | - |
Source Code |
About Umair
Data Analyst | Computer Engineer | Electrical Engineer
Islamabad, Pakistan - 6:51 am local time
Steps for completing your project
After purchasing the project, send requirements so Umair can start the project.
Delivery time starts when Umair receives requirements from you.
Umair works on your project following the steps below.
Revisions may occur after the delivery date.
Clean the data
Train and Validate Different Models