Transfer Learning: Stand on a Pretrained Model
<p>You don't have a million labeled images or a GPU farm — and you don't need them. Transfer learning lets you stand on a model someone else trained and reach high accuracy with a few examples in minutes. Here's the idea, visualized.</p> <p>♻️ <strong>Race scratch vs transfer:</strong> <a href="https://dev48v.infy.uk/dl/day17-transfer-learning.html" rel="noopener noreferrer">https://dev48v.infy.uk/dl/day17-transfer-learning.html</a></p> <h2> The insight </h2> <p>The early layers of a trained net
Story Overview
You don't have a million labeled images or a GPU farm — and you don't need them. Transfer learning lets you stand on a model someone else trained and reach high accuracy with a few examples in minutes. Here's the idea, visualized.
♻️ Race scratch vs transfer: https://dev48v.infy.uk/dl/day17-transfer-learning.html
The insight
The early layers of a trained net