AP(%) | Car | Bus | Person | Motorbike | Bicycle | mAP(%) |
---|---|---|---|---|---|---|
yolo v4 | 0.98 | 0.93 | 0.92 | 0.81 | 0.51 | 82.95 |
Improved yolo v4 | 0.99 | 0.93 | 0.92 | 0.81 | 0.58 | 84.98 |
Hardware environment | processor |
Intel(R) XEON W-2133 |
---|---|---|
Software Environment | operating system | Ubuntu 16.04 |
Deep learning framework | Tensorflow-gpu | |
Programming language | Python | |
translater | Pycharm2019.1 |
Parameter | Value | Parameter | Value |
---|---|---|---|
LEARN_RATE_INIT | 1e-4 | MOVING_AVE_DECAY | 0.9999 |
LEARN_RATE_END | 1e-6 | STAGE_EPOCHS | 100 |