Classification Models of 2D Medical Images
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01. Models for Classification of 2D Medical Images
02. Lesson Outline
03. Utility of Non-medical images
04. Classification Model Development
05. Differentiate Between Models
06. Differentiate Between Models Quizzes
07. Differentiate Between Models Exercise
08. Differentiate Between Models Exercise Solution
09. Split Dataset for Model Development
10. Split Dataset for Model Development Quizzes
11. Split Dataset for Model Development Exercise
12. Split Dataset for Model Development Exercise Solution
13. Obtaining a Gold Standard
14. Obtaining a Gold Standard Quizzes
15. Obtaining a Gold Standard Exercise
16. Obtaining a Gold Standard Exercise Solution
17. Image Pre-processing for Model Training
18. Image Pre-processing for Model Training Quizzes
19. Image Pre-processing for Model Training Exercise
20. Image Pre-processing for Model Training Exercise Solution
21. Fine-tuning CNNs for Classification
22. Fine-tuning CNNs for Classification Quizzes
23. Fine-tuning CNNs for Classification Exercise
24. Fine-tuning CNNs for Classification Exercise Solution
25. Evaluating Your Model
26. Evaluating Your Model Quizzes
27. Evaluating Your Model Exercise
28. Evaluating Your Model Exercise Solution
29. Final Review
30. Lesson Conclusion
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12. Split Dataset for Model Development Exercise Solution
Split Dataset for Model Development Exercise Solution
Code
If you need a code on the
https://github.com/udacity
.
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