ZhangAoCanada / RADDet

Range-Azimuth-Doppler Based Radar Object Detection
MIT License
160 stars 39 forks source link

Request for pretrained weights #42

Open b4u365 opened 10 months ago

b4u365 commented 10 months ago

Hi Team,

Appreciate your great Work,

I am a Grad student and interested in radar research's, can you help me in getting the pretrained weights, currently the google drive link provided is not working.

This will be great help for my research.

Thanks and Regards, Bharath.

Gabo181 commented 10 months ago

Push, would love to see this.

dongyu-du commented 9 months ago

Yeah! The google drive link is still not available now. Could the author please check it?

YDMYy commented 9 months ago

Hi Team,

Appreciate your great Work,

I am a Grad student and interested in radar research's, can you help me in getting the pretrained weights, currently the google drive link provided is not working.

This will be great help for my research.

Thanks and Regards, Bharath.

This model can be trained on its own, but it seems that my accuracy dropped from 53 after running 1/5 of the data

dongyu-du commented 9 months ago

Hi Bharath,Recently I am also working on training this model. Could you tell me your train configuration in config.json? And did you train it on GPU or CPU? If you use GPU, what’s the cuda and tensorflow version you use? Thank you!Best, DongyuOn Nov 24, 2023, at 00:26, YDMYy @.***> wrote:

Hi Team, Appreciate your great Work, I am a Grad student and interested in radar research's, can you help me in getting the pretrained weights, currently the google drive link provided is not working. This will be great help for my research. Thanks and Regards, Bharath.

This model can be trained on its own, but it seems that my accuracy dropped from 53 after running 1/5 of the data

—Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you commented.Message ID: @.***>

YDMYy commented 9 months ago

Hi Bharath,Recently I am also working on training this model. Could you tell me your train configuration in config.json? And did you train it on GPU or CPU? If you use GPU, what’s the cuda and tensorflow version you use? Thank you!Best, DongyuOn Nov 24, 2023, at 00:26, YDMYy @.> wrote: Hi Team, Appreciate your great Work, I am a Grad student and interested in radar research's, can you help me in getting the pretrained weights, currently the google drive link provided is not working. This will be great help for my research. Thanks and Regards, Bharath. This model can be trained on its own, but it seems that my accuracy dropped from 53 after running 1/5 of the data —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you commented.Message ID: @.>

CUDA:11.8 Tensorflow:use tensorflow-gpu 2.1.0,Attempted 2.3, but it seems unsuccessful,so i select 2.1.0

YDMYy commented 9 months ago

Hi Bharath,Recently I am also working on training this model. Could you tell me your train configuration in config.json? And did you train it on GPU or CPU? If you use GPU, what’s the cuda and tensorflow version you use? Thank you!Best, DongyuOn Nov 24, 2023, at 00:26, YDMYy @.> wrote: Hi Team, Appreciate your great Work, I am a Grad student and interested in radar research's, can you help me in getting the pretrained weights, currently the google drive link provided is not working. This will be great help for my research. Thanks and Regards, Bharath. This model can be trained on its own, but it seems that my accuracy dropped from 53 after running 1/5 of the data —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you commented.Message ID: @.>

For config.json,I only modified the dataset path in data to my own.

dongyu-du commented 9 months ago

I think maybe the training is depended on the environment. What's your python version? Do you train the model using GPU? What type of your GPU?

YDMYy commented 9 months ago

I think maybe the training is depended on the environment. What's your python version? Do you train the model using GPU? What type of your GPU?

My Python version is 3.6 and I am using GPU, which is CUDA 11.8 and tensorflow gpu version 2.1.0. Here is a reminder that excessively high CUDA and tensorflow may not work, so it is best not to exceed this limit.

YDMYy commented 9 months ago

I think maybe the training is depended on the environment. What's your python version? Do you train the model using GPU? What type of your GPU?

I recommend you to download anaconda and create a virtual environment.because it's really convenient.

dongyu-du commented 9 months ago

But I notice that the offical tensorflow version for cuda 11.8 is 2.12-2.14?(https://tensorflow.google.cn/install/source?hl=en). Can you run successfully using 2.1.0? Thanks for advice, I use anaconda~

YDMYy commented 9 months ago

But I notice that the offical tensorflow version for cuda 11.8 is 2.12-2.14?(https://tensorflow.google.cn/install/source?hl=en). Can you run successfully using 2.1.0? Thanks for advice, I use anaconda~

it's ok.use pip tensorflow-gpu=2.1.0,if you run it on linux.About cuda 11.8,because my machine is 4090RTX,so I don't use the lower cuda.

dongyu-du commented 9 months ago

Okay, Let me try~ what's your problem? My problem is that the model cannot converge when I use tensorflow 2.5.0, cuda 11.2 python 3.6, like this:

image
YDMYy commented 9 months ago

Okay, Let me try~ what's your problem? My problem is that the model cannot converge when I use tensorflow 2.5.0, cuda 11.2 python 3.6, like this: image

My question seems different from yours. My version conflicts between TensorFlow and some other Python libraries, while yours seems more like a data issue,You can try lowering the version and give it a try。

dongyu-du commented 9 months ago

Sure, will do. We can discuss it if you would like. My email is dudy19@tsinghua.edu.cn

YDMYy commented 9 months ago

Sure, will do. We can discuss it if you would like. My email is dudy19@tsinghua.edu.cn

I am very willing to stay in touch with you and engage in research in the field of radar.