RCS-YOLO

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The result of training is very poor.

2

According to the requirements in the paper, under the conditions of batch_size = 8 and epochs = 150, the result trained in the train.py file is very poor. There is...

hahahaa1

The model cannot complete the detection.

1

Hello, I encountered the issue shown in the image below while reproducing your work. I used the data you provided, but it seems that the model cannot complete the training...

jetyang0729

pt转trt后为什么速度提升不大？

1

pt模型下，在YOLOv5中加了rcsosa模块后比原始yolov5精度高、速度快； 但转成tensorrt后，速度比原始yolov5慢很多，请问是什么原因？

xiaoche-24

请问RCS-OSA模块替换YOLOv5中的C3模块是否可以提升检测速度？

2

首先非常感谢您的工作！在您的论文中提到在RCS-YOLO、RepVGG-CSP的消融实验，想请问一下是否是在相同的位置采用BottleneckCSPC、RCS-OSA两个模块进行实验对比？如果是我认为的这样，BottleneckCSPC仅比C3模块多一个conv1x1，那在YOLOv5中，采用RCS-OSA替换C3模块应该也可以提升模型的检测性能。请问您是否做过RCS-OSA有效性的验证实验？该模块是否能提升检测速度？

xiaoche-24

Missing Model Weights for Reproduction

2

Thanks to the authors for the interesting work and for sharing your code. I'd love to reproduce the results presented at MICCAI23. However, I couldn't find `best.pt` following the link...

LennyN95

Error when executing detect.py

4

I can execute test.py after training, but I get an error when executing detect.py 

Pipcao

There is a eror: "cannot import models.VovShuffleRep"

9

There is a eror: "cannot import models.VovShuffleRep". Could you update the codes and add it?

96jhwei

Can you provide a 3-head version rcs-yolo?

4

Thanks! Wonderful work!

inSight-mk1

RuntimeError: Given input size: (384x40x42). Calculated output size: (384x0x1). Output size is too small

1

Dear blogger, after training an epoch, there is an error, what is the reason and how to solve it?

Kao404