Adaptive Adjustment Object Detection Algorithm under Multiple Mechanisms Based on GAN

Table 1

Evaluation criteria in MOTChallenge.

Measure	Better	Perfect	Description
MOTA	Higher	100%	Tracking accuracy: it is negatively correlated with the number of FN, FP, and IDs
MOTP	Higher	100%	Tracking accuracy, matching of GT, and detected bbox overlap
IDF1	Higher	100%	F1 introducing track ID
FP	Lower	0	The total number of FPs; false positives are false positives
FN	Lower	0	The total number of FNs; false negatives are also missed
IDs	Lower	0	Total number of ID changes
Hz	Higher	Inf	Processing speed, excluding the time consumption of the detector