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If I include images without true objects, would it be considered as negative samples and put into hard negative mining like in Yolo.
If I like to include objects purposely as negative samples to do n…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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i run my codes on [RTX2080ti*6] system
1. when i train on my custom dataset with a single gpu, gpu utils(30~40%) are low.(even when i set pin_memory = True) my training command is below. How can i …
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Let's say, I have trained a custom model with 500 images of Apple. I have got a best.pt file which can detect apple very well. Now, I have trained another yolov7 model, with 500 images of Orange, and …
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Hello
My system configurations are:
Windows 10
GPU0:Intel(R) HD Graphics 630(16GB)
GPU1:NVIDIA Quadro M1200 (4GB)
OpenCV version: 4.5.3
CUDA-version: 11040
When I run the command
darkne…
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### Checklist
- [x] I have searched related issues but cannot get the expected help.
- [x] 2. I have read the [FAQ documentation](https://github.com/open-mmlab/mmdeploy/blob/master/docs/en/faq.md)…
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**Describe the bug**
I ran the example (BCCD) on Kaggle, and my personal laptop. And I got this error:
`nm` must be `NULL` or a character vector the same length as `x`
when I ran the following co…
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### Actions before raising this issue
- [X] I searched the existing issues and did not find anything similar.
- [X] I read/searched [the docs](https://github.com/cvat-ai/cvat/tree/master#documentatio…
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layoutlmv3不是有四个类别的公式标签吗？为何后续还需要用layout v8进行公示进检测，而不是直接识别呢？
- 布局检测：使用`LayoutLMv3`模型进行区域检测，如图像，表格,标题,文本等；
- 公式检测：使用`YOLOv8`进行公式检测，包含行内公式和行间公式；
- 公式识别：使用`UniMERNet`进行公式识别；
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…