Object Detection and Movement Tracking Using Tubelets and Faster RCNN Algorithm with Anchor Generation

Table 8

Object detection performance of the proposed approach.

Methods	Vehicles (%)	Monkey (%)	Deer (%)	Elephant (%)	Bear (%)	Humans (%)	Tiger (%)	Dog (%)
Faster RCNN	0.7813	0.8518	0.8551	0.8419	0.7915	0.8845	0.8688	0.8314
YOLO v3	0.8051	0.8493	0.8918	0.8588	0.8344	0.9145	0.8755	0.8489
HyperNet	0.7988	0.8369	0.8754	0.8635	0.7889	0.8801	0.8655	0.8581
Proposed approach	0.9311	0.8950	0.8845	0.9798	0.9318	0.9841	0.8845	0.8765