Table 3 Distribution of the Rebalanced Dataset.
Dataset split-up | Grade | Number of images | % of total |
|---|---|---|---|
Training set | Normal | 1620 | 31.56% |
Osteoarthritis | 1540 | 30.00% | |
Validation set | Normal | 420 | 8.18% |
Osteoarthritis | 430 | 8.37% | |
Testing set | Normal | 569 | 11.08% |
Osteoarthritis | 552 | 10.75% |