YOLOV3 - generateTargets function example does not follow YOLOV3 article?
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In the '2.1. Bounding Box Prediction' section of YOLOV3 article it is stated:
“If the bounding box prior is not the best but does overlap a ground truth object by more than some threshold we ignore the prediction, following .”
The IOU should be calculated between the bounding box prior and the ground truth.
In MATLAB the generateTargets function example:
% Get the IOU of predictions with groundtruth.
iou = AMTrainYolo3.getMaxIOUPredictedWithGroundTruth(bx,by,bw,bh,groundTruth);
% Donot penalize the predictions which has iou greater than penalt threshold.
confMask(iou > penaltyThreshold) = 0;
The IOU is calculated between the predictions and the ground truth.
What am I missing?
Find more on Ground Truth Labeling in Help Center and File Exchange
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