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docs: explain more negative mining
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bwanglzu committed Jun 27, 2023
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Expand Up @@ -83,7 +83,9 @@ The loss is calculated as the mean squared error between the computed margin and
## Negative Mining

Negative Mining is an advanced machine learning technique, which optimizes the way data is sampled from your training dataset.
Usually, it aims at making the metric learning tasks for the model harder during the training.
Usually, it aims at making the metric learning tasks for the model harder during the training.
During training, negative mining focuses on making the metric learning task more challenging for the model.
It achieves this by carefully selecting negative samples from the dataset.
In this way, it can lead to better fine-tuning results.

### Context: Deep Metric Learning
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