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### System Information
**Training (python)**
python 3.8
ultralytics 8.0.128
opencv-python 4.8.0.74
torch 1.8.0+cu111
onnx 1.14.0
onnxsim 0.4.33
**Inference (c++)**
opencv 4.8.0
cuda 11.2.2…
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### 💡 Your Question
Hi,
I noticed with yolo-v8 it is possible to generate a confusion matrix. How can i do this with yolo-nas?
Thank you!
### Versions
_No response_
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### 💡 Your Question
There is much written about using INT8 quantization (QAT and PTQ) with YOLO-NAS.
However, I can find nothing about using it with NPUs.
It seems to be designed for CPU use and to…
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**Describe the bug**
I am trying to compile the ONNX model for YOLO-NAS in Google Colab.
**Expected behavior**
The model should compile.
**Environment**
Include all relevant environment infor…
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Hi 我目前有訓練了一個yolo-nas-s的model並將其轉為Onnx檔案
但在載入的時候雖然可以載入但卻無法偵測到物件想請問這個是什麼問題?
yaml檔設定
`
type: yolo_nas
name: yolo_nas_s-r20230615
display_name: YOLO-NAS-S Deci-AI
model_path: yolo_nas_s.onnx
input…
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### 💡 Your Question
i trained yolo-nas on my custom dataset for 300 epochs but colab some time restarted , how please do for the training process will start from where it left off, so it will not r…
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Hi All,
I have read some comments on the site about green on green. I'm just wondering if (for the technically incompetent) you could give me a summary of where that is up to and the potential to up…
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### 💡 Your Question
yolo-nas is a very good model, but now I have a problem. After replacing _varifocal_loss with _logit_norm_loss, I still need to use sigmoid to obtain the correct classification va…
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Yolo NAS with SAM
https://github.com/RATHOD-SHUBHAM/SegmentAnything
how_to_use_yolo8v_with_sam
https://github.com/RATHOD-SHUBHAM/SegmentAnything/blob/master/how_to_use_yolo8v_with_sam.ipynb
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### 💡 Your Question
I got confused reading about Yolo-NAS.
Did it use AutoNAC to produce the architectures that are available now ? Or does it use AutoNAC everytime you try to run training on any…