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How the number of training patches affects the performance of the different CNN algorithms. Random weight initialization (Random) is comparable to the Transfer Learning (TFL), Fine-Tuning Layer 5 (FT5), and Fine-Tuning Layer 9 (FT9) methods at 3,000 training patches.
