Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Unable using either docker file to build my own model #6

Open
jiver54 opened this issue Sep 23, 2020 · 2 comments
Open

Unable using either docker file to build my own model #6

jiver54 opened this issue Sep 23, 2020 · 2 comments

Comments

@jiver54
Copy link

jiver54 commented Sep 23, 2020

I am trying to train my own caffee model. I have a pre existing set of images and annotations which were created using labelImg.
I installed the docker file:
sudo docker run -ti --name=simcamsdk -v /home/myname/:/home/myname/ simcam/simcamsdk:v1.0 bash

I copied the images to to:
/SIMCAM_SDK_v1.0.0/train/data/Images_xmls/JPEGImages
and the XML annotations to:
/SIMCAM_SDK_v1.0.0/train/data/Images_xmls/Annotations
Executed: python create_txt.py
This created the appropriate text files
I modified the
/SIMCAM_SDK_v1.0.0/train/data/lmdb_files/labelmap.prototxt
file as such:
item {
name: "WeedyLeft"
label: 0
display_name: "WeedyLeft"
}
item {
name: "WeedyRight"
label: 1
display_name: "WeedyRight"
}
item {
name: "FlankLeft"
label: 2
display_name: "FlankLeft"
}
item {
name: "FlankRight"
label: 3
display_name: "FlankRight"
}

I ran the script: ./create_list.sh
This threw the following error:.....
./create_list.sh: line 17: [: missing ]' Create list for Images_xmls trainval... ./create_list.sh: line 17: [: missing ]'
Create list for Images_xmls test...
WARNING: Logging before InitGoogleLogging() is written to STDERR
F0923 08:10:51.719509 63 get_image_size.cpp:110] This tool requires OpenCV; compile with USE_OPENCV.
*** Check failure stack trace: ***
./create_list.sh: line 8: 63 Aborted (core dumped) $caffe_root/build/tools/get_image_size $root_dir $dst_file $bash_dir/$dataset"_name_size.txt"

Then I tried
sudo docker run --runtime=nvidia -ti --name=simcam -v /home/your_username:/home/your_username simcam/caffe-ssd:gpu bash
This would only run with the --runtime=nvidia removed..
The SDK is not in this docker file.. So I started the install
I had to
get-apt install git
git clone https://github.com/simshineaicamera/SIMCAM_SDK.git
cd SIMCAM_SDK
cd SIMCAM_SDK/tools/arm_toolchain
chmod +x cross.v300.install
./cross.v300.install
apt-get install lib32z1
apt-get install lib32stdc++6-4.8-dbg
./install-ncsdk.sh
vi ~/.bashrc
(Added this line to the bottom of the file)
export PATH="/opt/hisi-linux/x86-arm/arm-hisiv300-linux/target/bin:$PATH"
source ~/.bashrc
arm-hisiv300-linux-gcc -v
cd $SIMCAM_SDK/tools/mv_toolchain/model_conversion/
./install-ncsdk.sh

I got the following error...
Movidius Neural Compute Toolkit Setup.
Checking OS and version...
Your current combination of linux distribution and distribution version is not officially supported!

So I have failed with BOTH docker files... sigh... any ideas?

@jiver54
Copy link
Author

jiver54 commented Sep 24, 2020

I have fixed one of the problems when I run the ./create_list.sh: .... I space is needed on line 17 i.e.
instead of if [ $dataset == "test"] ... it should be if [ $dataset == "test" ] ... with a space.

The error now is ..
Create list for Images_xmls trainval...
WARNING: Logging before InitGoogleLogging() is written to STDERR
F0924 01:13:32.694209 210 get_image_size.cpp:110] This tool requires OpenCV; compile with USE_OPENCV.
*** Check failure stack trace: ***
./create_listFIX.sh: line 8: 210 Aborted (core dumped) $caffe_root/build/tools/get_image_size $root_dir $dst_file $bash_dir/$dataset"_name_size.txt"

I Installed version3 of openCV
I used the instructions on
https://gist.github.com/arundasan91/b432cb011d1c45b65222d0fac5f9232c
This failed except when I did the following:

cd /usr/lib/x86_64-linux-gnu
sudo ln -s libhdf5_serial.so.8.0.2 libhdf5.so
sudo ln -s libhdf5_serial_hl.so.8.0.2 libhdf5_hl.so
and as well as the Makefile.config flags I also set

INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial/ and
LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/x86_64-linux-gnu/hdf5/serial/
It then compiled..
That is now working properly, except now I get.
./create_list.sh: line 46: /opt/movidius/ssd-caffe/build/tools/get_image_size: No such file or directory
I will keep trying...

@jiver54
Copy link
Author

jiver54 commented Sep 24, 2020

Reloaded the whole thing again to make sure amongst the debugging I didn't break something..
So the non-GPU docker file.. if you are to use that there is a syntax error in the "create_list.sh" file and caffe has been compiled without the openCV switch being set. This switch needs to be set so "create_list.sh" can run. They are definite errors. (OpenCV is not actually installed) Also when you have a Docker session labelImg does not run. It throws an error "labelImg: cannot connect to X server localhost:1.0"...
"

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant