Computer Vision, Data Augmentation, Object Detection, Deep Learning, Data Science.
recall of 0.786, indicating that the MixUp augmentation strategy is completely inappropriate for this task. Figure 12. mAP Scores Across Augmentations No Augmentation The model trained on a non-augmented data set beat those trained with MixUp augmentation. This finding suggests that using plain,