Deep Active Learning Implementation

Abdulkader Helwan
3 min readFeb 29, 2024
Deep Active Learning. Source

What is Active Learning

Active learning (AL): This approach focuses on strategically selecting data points for labeling instead of using the entire dataset. The goal is to maximize the learning gain of a model while using as few labeled data points as possible, which can be crucial when labeling data is expensive or time-consuming.

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