Transfer Learning: Accelerate AI with Pre-trained Models
Transfer Learning: Accelerate AI with Pre-trained Models
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Artificial Intelligence | AI on Instagram: "To perform transfer learning, we first need a base model that is similar to our desired task. For instance, if we want to perform image segmentation as a downstream task (desired task), one option is to train a neural network that takes in input images and classifies them as an output. Basically, we leverage a pre-trained model, usually trained on a large, generic dataset like ImageNet, as a starting point. During the training process, the network lear
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