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Benchmarks
Object Detection Efficiency on PASCAL VOC
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31
Conv Latency (ms)
Faster R-CNN (RPN + Fast R-CNN)
26.4
57.45
88.5
119.55
Jun 4, 2015
Conv Latency (ms)
Proposal Latency (ms)
Region-wise Latency (ms)
Total Latency (ms)
Inference Rate (FPS)
Updated 3d ago
Evaluation Results
Method
Method
Links
Conv Latency (ms)
Proposal Latency (ms)
Region-wise Latency (ms)
Total Latency (ms)
Inference Rate (FPS)
Faster R-CNN (RPN + Fast R-CNN)
Backbone=ZF
2015.06
31
3
25
59
17
Faster R-CNN (RPN + Fast R-CNN)
Backbone=VGG-16
2015.06
141
10
47
198
5
SS + Fast R-CNN
Backbone=VGG-16
2015.06
146
1,510
174
1,830
0.5
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