Computer Vision, Data Augmentation, Object Detection, Deep Learning, Data Science.
Augmentation Surprisingly, the Mixup augmentation strategy had the lowest scores across all parameters. With a mAP of 0.805, precision of 0.836, and a significantly lower recall of 0.728, these results, along with the lagging mAP scored during the entire experiment, indicate that Mixup’s approach