SSD SATA SSD Algorithm Summary (for personal consumption only)admin
disco Duro solid SSD OEM ssd SATA SSD algorithm
To summarize, I wrote this article SATA, mainly referring to some information at the end of the article SATA, invasion and deletion. Due to the shallowness of this talent, there will inevitably be errors in the text, I hope that all the big guys can point them out, thank you!
The first is to divide the sequence we get into 11 segments according to call , and then get the maximum value of the precision corresponding to the 11 segments of the call in each segment ρinterp (SSD SATA ), The maximum value of the 11-segment precision is summed and then averaged to get in practical applications, we are not to calculate it, but to smooth it to simplify the calculation, for each point on the PR curve, The precision value takes the value of the largest Precision on the right side of the point, 【SSD SATA 】and the result is as shown in the following figure: AP is the sum of the areas below the yellow line.
m means mean. We calculate a category of AP, and mAP is to calculate all the APs of the class and then calculate the mean.
advantages: the operating speed can be comparable to YOLO, and the detection accuracy can be comparable to faster RCNN
main references: disco Duro solid SSD OEMssd sata