Pyramid pooling (PyP) and channel-spatial Squeeze and Excitation (csSE) were also used to improve the model performance.
This leads us to introduce Relation Preserving Triplet Mining (RPTM), a feature-matching guided triplet mining scheme, that ensures that triplets will respect the natural subgroupings within an object ID.
Ranked #2 on Vehicle Re-Identification on VeRi-776
By introducing the thresholding techniques, the overall automation system architecture provides 85. 6 percentage of accuracy for real world corporate emails.