Home Operation and Maintenance Linux Operation and Maintenance How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

May 16, 2023 pm 02:46 PM
linux conda caffe

Start directly from the installation of caffe:

1. First create a new python3.5 environment

conda create -n caffe-py3.5 python=3.5 -c defaults

Enter y to install

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

2. Activate the environment

After the installation is completed, activate and enter the environment

source activate caffe-py3.5

3. Install the caffe-cpu version or caffe-gpu version

conda install -c defaults caffeconda install -c defaults caffe-gpu

4. Test Whether the installation is successful:

python3import caffe

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

If no error is reported, the installation is successful and exit python

exit()

5. Install tensorflow:

conda install -c defaults tensorflow==1.15.0

6. Installation mmdnn

pip install mmdnn

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

6. We take the mobilenetv1 model downloaded from the tf official website as an example. Use netron to view the pb model before conversion. Input and output nodes name, input shape:

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

Remember name and input shape

7. Convert pb ----> caffe, command line input:

mmconvert -sf tensorflow -iw mobilenet_v1.pb --inNodeName input --inputShape 192,192,3 --dstNodeName MobilenetV1/Predictions/Reshape_1 -df caffe -om tf_mobilenet

8. Conversion result:

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

Successfully converted to caffe model:

How to solve the problem of installing caffe with conda and converting pb to caffe under Linux

The above is the detailed content of How to solve the problem of installing caffe with conda and converting pb to caffe under Linux. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undress AI Tool

Undress AI Tool

Undress images for free

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Linux how to enable and disable services at boot Linux how to enable and disable services at boot Aug 08, 2025 am 10:23 AM

To manage the startup of Linux services, use the systemctl command. 1. Check the service status: systemctlstatus can check whether the service is running, enabled or disabled. 2. Enable the service startup: sudosystemctlenable, such as sudosystemctlenablenginx. If it is started at the same time, use sudosystemctlenable--nownginx. 3. Disable the service startup: sudosystemctldisable, such as sudosystemctldisablecups. If it is stopped at the same time, use sudosystemctldisabl

Understanding RAID Configurations on a Linux Server Understanding RAID Configurations on a Linux Server Aug 05, 2025 am 11:50 AM

RAIDimprovesstorageperformanceandreliabilityonLinuxserversthroughvariousconfigurations;RAID0offersspeedbutnoredundancy;RAID1providesmirroringforcriticaldatawith50�pacityloss;RAID5supportssingle-drivefailuretoleranceusingparityandrequiresatleastthre

Linux how to view the contents of a file Linux how to view the contents of a file Aug 19, 2025 pm 06:44 PM

ToviewfilecontentsinLinux,usedifferentcommandsbasedonyourneeds:1.Forsmallfiles,usecattodisplaytheentirecontentatonce,withcat-ntoshowlinenumbers.2.Forlargefiles,uselesstoscrollpagebypageorlinebyline,searchwith/search_term,andquitwithq.3.Usemoreforbasi

Linux how to list all running processes Linux how to list all running processes Aug 08, 2025 am 06:42 AM

Usepsauxforacompletesnapshotofallrunningprocesses,showingdetailedinformationlikeUSER,PID,CPU,andmemoryusage.2.Usetoporhtopforreal-timemonitoringofprocesseswithdynamicupdates,wherehtopoffersamoreintuitiveinterface.3.UsepgreporpidoftoquicklyfindthePIDs

How to clean up your Linux system How to clean up your Linux system Aug 22, 2025 am 07:42 AM

Removeunusedpackagesanddependencieswithsudoaptautoremove,cleanpackagecacheusingsudoaptcleanorautoclean,andremoveoldkernelsviasudoaptautoremove--purge.2.Clearsystemlogswithsudojournalctl--vacuum-time=7d,deletearchivedlogsin/var/log,andempty/tmpand/var

how to create an alias in linux how to create an alias in linux Aug 19, 2025 pm 08:13 PM

The steps to set up alias in Linux are as follows: 1. Temporarily set the use of the alias command such as aliasll='ls-la'; 2. Permanently set the shell configuration file, such as ~/.bashrc, and then execute the source to take effect; 3. Be careful to avoid overwriting the original command and the different shell configurations are independent. Alias can simplify complex commands and improve efficiency, but only after the current shell environment takes effect and closes the terminal, it needs to be reasonably defined and regularly checked for configuration.

Understanding the Linux Filesystem Hierarchy Standard (FHS) Understanding the Linux Filesystem Hierarchy Standard (FHS) Aug 06, 2025 pm 04:23 PM

/bin and /sbin store basic commands and system management commands; 2./usr stores user programs and related resources; 3./etc is the configuration file directory; 4./var stores variable data such as logs and caches; 5./home and /root are the home directories of ordinary users and root users; 6./tmp and /run are used for temporary files and runtime data; 7./dev, /proc, /sys provides device and system information interfaces; 8./lib and /lib64 contain library files required for system startup; 9./opt and /srv are used for third-party software and service data respectively; FHS improves system management efficiency through standardized directory structure, making the layout of Linux files clear and consistent, making it easy to maintain and

​​192.168.10.1 login portal (Period routing/Asus management page)​​ ​​192.168.10.1 login portal (Period routing/Asus management page)​​ Aug 12, 2025 pm 10:18 PM

First, confirm that the device is connected to the Wi-Fi of the target router or connected through a network cable; 2. Enter http://192.168.10.1 in the browser address bar and press Enter; 3. Enter the correct username and password (default is often admin/admin or view the back of the router); 4. If it cannot be opened, check whether it is connected to the wrong network, confirm the correct IP address (you can view the default gateway through ipconfig), restart the router, change the browser or turn off the firewall; 5. After logging in, you can modify the Wi-Fi name password, set security options, configure port forwarding, enable guest network, upgrade firmware, etc.; 6. If you forget your password, you can reset the factory settings by pressing and holding the router reset hole for 5-10 seconds, but all configurations will be cleared.

See all articles