update
parent
0e6d01bc77
commit
1566716165
|
@ -1,3 +1,7 @@
|
||||||
|
---
|
||||||
|
typora-copy-images-to: ./images
|
||||||
|
---
|
||||||
|
|
||||||
## Yolov5s+SORT(卡尔曼+匈牙利)
|
## Yolov5s+SORT(卡尔曼+匈牙利)
|
||||||
|
|
||||||
利用目标跟踪对检测框进行预测的技术,对目标检测任务进行加速,在yolov5检测的帧之间穿插使用卡尔曼滤波进行目标检测框的预测,减少对模型的调用,实现目标检测帧率提升的目的。
|
利用目标跟踪对检测框进行预测的技术,对目标检测任务进行加速,在yolov5检测的帧之间穿插使用卡尔曼滤波进行目标检测框的预测,减少对模型的调用,实现目标检测帧率提升的目的。
|
||||||
|
@ -15,11 +19,11 @@
|
||||||
|
|
||||||
main.py中
|
main.py中
|
||||||
|
|
||||||
![image-20241014170146823](C:\Users\FengHua\AppData\Roaming\Typora\typora-user-images\image-20241014170146823.png)
|
![屏幕截图 2024-10-14 170104](./images/屏幕截图 2024-10-14 170104-1729002234953-3.png)
|
||||||
|
|
||||||
使用到的模型以及检测视频的路径。
|
使用到的模型以及检测视频的路径。
|
||||||
|
|
||||||
![image-20241014170213505](C:\Users\FengHua\AppData\Roaming\Typora\typora-user-images\image-20241014170213505.png)
|
![屏幕截图 2024-10-14 170210](./images/屏幕截图 2024-10-14 170210-1729002243204-5.png)
|
||||||
|
|
||||||
模型的调用频率设置,设置为3表示帧率为3的倍数时进行模型的目标检测,其他时候使用预测的目标框。
|
模型的调用频率设置,设置为3表示帧率为3的倍数时进行模型的目标检测,其他时候使用预测的目标框。
|
||||||
|
|
||||||
|
|
BIN
images/1.mp4
BIN
images/1.mp4
Binary file not shown.
BIN
images/2.mp4
BIN
images/2.mp4
Binary file not shown.
BIN
images/bus.jpg
BIN
images/bus.jpg
Binary file not shown.
Before Width: | Height: | Size: 476 KiB |
BIN
images/out1.mp4
BIN
images/out1.mp4
Binary file not shown.
BIN
images/out2.mp4
BIN
images/out2.mp4
Binary file not shown.
BIN
images/res.mp4
BIN
images/res.mp4
Binary file not shown.
BIN
images/res1.mp4
BIN
images/res1.mp4
Binary file not shown.
BIN
images/test.mp4
BIN
images/test.mp4
Binary file not shown.
Binary file not shown.
Before Width: | Height: | Size: 165 KiB |
Binary file not shown.
After Width: | Height: | Size: 24 KiB |
Binary file not shown.
After Width: | Height: | Size: 24 KiB |
Binary file not shown.
After Width: | Height: | Size: 24 KiB |
Binary file not shown.
After Width: | Height: | Size: 24 KiB |
BIN
models/best.onnx
BIN
models/best.onnx
Binary file not shown.
Loading…
Reference in New Issue