# mean_average_precision

Python API: `luxonis_train.attached_modules.metrics.mean_average_precision`

Mean average precision for boxes, masks, and keypoints.

[MeanAveragePrecision](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision.md)
is a factory. It reads the task of a node and returns a
[MeanAveragePrecisionBBox](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision_bbox.md),
a
[MeanAveragePrecisionSegmentation](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision_segmentation.md),
or a
[MeanAveragePrecisionKeypoints](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision_keypoints.md)
for that node. A config names the factory, and the factory selects the metric.

## Child Pages

 * [mean_average_precision](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision.md)
 * [mean_average_precision_bbox](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision_bbox.md)
 * [mean_average_precision_keypoints](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision_keypoints.md)
 * [mean_average_precision_segmentation](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/mean_average_precision_segmentation.md)
 * [utils](https://docs.luxonis.com/software-v3/ai-inference/model-source/training/luxonis-train/luxonis-train-api-reference/attached_modules/metrics/mean_average_precision/utils.md)