AP |
Averaged AP at IoUs from 0.5 to 0.95 with an interval of 0.05 |
AP50 |
AP at IoU threshold 0.5 |
AP75 |
AP at IoU threshold 0.75 |
APL |
AP for objects of large scales (area > 962) |
APM |
AP for objects of medium scales (322 < area < 962) |
APS |
AP for objects of small scales (area < 322) |
BCTSDB |
BUU Chinese Traffic Sign Detection Benchmark |
CNN |
Convolutional Neural Network |
FLOPs |
Floating-point operations per second |
FPN |
Feature pyramid network |
FPS |
Frames Per Second |
GEE |
Global Extract Encoder |
HOG |
Histogram of Oriented Gradients |
IoU |
Intersection over union |
LSTM |
Long Short-Term Memory |
NMS |
Non-Maximum Suppression |
RNN |
Recurrent Neural Network |
SOTA |
State-of-the-art |
SSD |
Single Shot MultiBox Detector |
SVM |
Support Vector Machine |
VRAM |
Video random access memory |
YOLO |
You Only Look Once |