Dmitry.AI

What does mean «mAP» in TensorBoard?

computer-vision
object-detection
tensorboard
mean-average-precision
tensorflow-usage
coco
tensorflow
tensorflow-object-detection
(Dmitry Fedyuk) #1

02

What does mean «DetectionBoxes_Precision» in TensorBoard?
(Dmitry Fedyuk) #2

«mAP» means «mean average precision».

Mean average precision for a set of queries is the mean of the average precision scores for each query.

en.wikipedia.org/wiki/Evaluation_measures_(information_retrieval)#Mean_average_precision

AP is averaged over all categories. Traditionally, this is called “mean average precision” (mAP).

cocodataset.org/#detection-eval