Closed luckywangchenxi closed 2 years ago
Hi @luckywangchenxi do you have the yolov5 tflite model? if so, please convert it to edgetpu model using this tutorial.
ok ,thank you.I will try it.
Hi ,Follow the tutorial you sent ,I have converted the yolov5 tflite model to edgetpu model successfully.
Then ,How do I deploy this edgetpu model to the Edge TPU ?
Thanks!
Please try to deploy the model either git clone <repo path>
if you have it on github or using mdt push <path to of edgeptu model>
.
Unfortunately, We don't have any example script to run the inference with pytorch for yolov5 model. Here is example inference script for yolov4 model.
@luckywangchenxi I just made a pull request to that repo that contains the change to run edgetpu models: https://github.com/ultralytics/yolov5/pull/5372/commits/63b41529873a03647254ca216c6d2a6890f3416e
Here are the model files: model.zip I'm using the nano model, unfortunately I'm only getting about 8fps on usb3 and about 4fps on usb2
python3 detect.py --source 0 --weights yolov5n-int8_edgetpu.tflite
@Namburger ok ,thank you.I will try it.
@hjonnala ok ,thank you.I will try it.
Feel free to reopen if you have questions.
Anyone knows about the process for run Yolo V9 inside google coral board?
Description
Hi, I am a student and I want to deploy yolov5 to google-TPU Dev Board. I would like to ask how to run https://github.com/ultralytics/yolov5 on google-TPU Dev Board (https://coral.ai/products/dev-board) . From what I have checked so far
- Need to convert pytorch to TensorFlow via onnx.
- Convert tflite model to tflite-tpu model.
- Then deploy to google-TPU development board. If you can describe the exact process, it would be greatly appreciated, thanks!
Click to expand!
Hey @luckywangchenxi ! I am trying to convrt pytorch to tensorflow but it is proving frustrating, could you please help me?
I have converted from pytorch to onnx, which is simple with torch.onnx.export()
method. But the step to convert onnx to tensorflow, I don't find any library that achieves it. I found https://github.com/onnx/onnx-tensorflow but it has not been mantained for 2 years and when I try it, a lot of dependency errors raise. I would really appreciate your help, thank you in advance!
Description
Hi, I am a student and I want to deploy yolov5 to google-TPU Dev Board. I would like to ask how to run https://github.com/ultralytics/yolov5 on google-TPU Dev Board (https://coral.ai/products/dev-board) . From what I have checked so far
- Need to convert pytorch to TensorFlow via onnx.
- Convert tflite model to tflite-tpu model.
- Then deploy to google-TPU development board. If you can describe the exact process, it would be greatly appreciated, thanks!
Click to expand!
Hey @luckywangchenxi ! I am trying to convrt pytorch to tensorflow but it is proving frustrating, could you please help me?
I have converted from pytorch to onnx, which is simple with
torch.onnx.export()
method. But the step to convert onnx to tensorflow, I don't find any library that achieves it. I found https://github.com/onnx/onnx-tensorflow but it has not been mantained for 2 years and when I try it, a lot of dependency errors raise. I would really appreciate your help, thank you in advance!
Sorry, I am no longer working on this project. I wish you all the best.
@luckywangchenxi don't worry, thank you for your quick response. As help for others with the same problem, I have been able to convert onnx to tensorflow with the following repo: https://github.com/PINTO0309/onnx2tf
Description
Hi, I am a student and I want to deploy yolov5 to google-TPU Dev Board. I would like to ask how to run https://github.com/ultralytics/yolov5 on google-TPU Dev Board (https://coral.ai/products/dev-board) . From what I have checked so far
Click to expand!
### Issue Type Build/Install ### Operating System _No response_ ### Coral Device Dev Board ### Other Devices _No response_ ### Programming Language Python 3.7 ### Relevant Log Output _No response_