Early Diabetics Detection system
Diabetic Retinopathy (DR) is an eye ailment which influences eighty to eighty-five percent of the patient who has diabetes for more than ten years. the retinal fundus images are commonly used for detection and analysis of diabetic retinopathy disease in the clinic. in this project, pre-processing of
2025-06-28 16:32:17 - Adil Khan
Early Diabetics Detection system
Project Area of Specialization Artificial IntelligenceProject SummaryDiabetic Retinopathy (DR) is an eye ailment which influences eighty to eighty-five percent of the patient who has diabetes for more than ten years. the retinal fundus images are commonly used for detection and analysis of diabetic retinopathy disease in the clinic. in this project, pre-processing of raw retinal fundus images are performed using extraction of green channel, histogram equalization, image enhancement and resizing technique. The proposed method is expected to be able to detect exudates well.
Project ObjectivesTo design and formulate an algorithm which will detect early diabetic in a patient.
Project Implementation Method1. Image acquisition
2. Preprocessing
3. Image detection
4. Image classification
5. Image recognition
6. Results
Benefits of the Project1. The proposed system will be assisting a layman for early diabetic detection using mobile cam
2. cost-effective
Technical Details of Final Deliverable1. The proposed system will be a mobile App which will automatically detect diabetic of a person using mobile cam.
Final Deliverable of the Project Software SystemType of Industry IT , Medical Technologies Artificial Intelligence(AI)Sustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 50000 | |||
| Tablet | Equipment | 1 | 40000 | 40000 |
| Miscellaneous | Miscellaneous | 1 | 10000 | 10000 |