Animation Character Detection Algorithm Based on Clustering and Cascaded SSD

Table 5

Comparison between MPa and detection speed of SSD-related improved algorithms.

Target detection algorithm	Training MAP (%)	Predication MAP (%)	Detection speed (fps)
Method in [15]	76.1	74.8	54
Method in [16, 17]	74.7	73.9	58
DSSD	74.1	72.6	19
RSSD	76.3	75.1	58
FSSD	74.3	73.7	56
Our method	78.4	76.5	59