Deep Learning, Pytorch, Fine Tuning, Computer Vision, Transfer Learning.
that are likely to be relevant for the new task. By freezing these lower layers, we can leverage the pre-trained model’s knowledge while updating the higher layers to specialize in the task-specific features. This approach is particularly useful in scenarios where the target dataset is small or