BVLC/caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

yegane-AI

@yegane-AI

Guys, I wanna work with Ristretto. I've followed the manual in this link: http://lepsucd.com/ristretto-cnn-approximation/subpage/. But I couldn't find the quantized.prototxt file in the directory RistrettoDemo. Any one can help me to find that file?

Trigram19

@Trigram19

Why exactly would Caffe be a more feasible option than TF or Torch?

tahrir94

@tahrir94

Hello, I am trying to get a pre-trained caffe model for my thesis project on real-time object detection. I'm following this repo to do it: https://github.com/chuanqi305/MobileNet-SSD. So far, I annotated all the images in my datasets to generate their xml's and generated lmdb's for the test and train data. However, I just cannot find any clear instructions on how to generate a trained .caffemodel file. I would REALLY appreciate any help with this, thank you!

Ekaterina Abramova

@Katya007_gitlab

Hello, I am installing coffe using make all command, and getting error: LD -o .build_release/lib/libcaffe.so.1.0.0
ld: warning: directory not found for option '-L/Users/MYUSERNAME/anaconda/lib'
ld: warning: directory not found for option '-L/usr/local/opt/opencv4/lib'
ld: framework not found vecLib
clang: error: linker command failed with exit code 1 (use -v to see invocation)
make: * [.build_release/lib/libcaffe.so.1.0.0] Error 1
Could you please let me know how to resolve it? No help found on google.

avinmaulana

@avinmaulana

Hello, I am installing coffe using make all command, and getting error: LD -o .build_release/lib/libcaffe.so.1.0.0
ld: warning: directory not found for option '-L/Users/MYUSERNAME/anaconda/lib'
ld: warning: directory not found for option '-L/usr/local/opt/opencv4/lib'
ld: framework not found vecLib
clang: error: linker command failed with exit code 1 (use -v to see invocation)
make: * [.build_release/lib/libcaffe.so.1.0.0] Error 1
Could you please let me know how to resolve it? No help found on google.

Try using different version of opencv
make sure the directory of anaconda was set properly on you makefile.config

Ekaterina Abramova

@Katya007_gitlab

I seem to have resolved the above problem. The next issue is: ld: library not found for -lboost_python3 Any ideas on how to solve it? I can see boost_python3 folder inside my files. Where and how do I set the directory so that 'make all' stops complaining?

Kamran Tayyab

@Kamran14

https://pastebin.com/q2fWRnjk

Can someone help me out with my error?

Anujgarg2714

@Anujgarg2714

I don,t how hoe to train your own model an generate cafeemodel and prototxt please help

ABCDAS

@ABCDAS

Can someone help me out with my error?

[libprotobuf ERROR C:\Users\guillaume\work\caffe-builder\build_v140_x64\packages\protobuf\protobuf_download-prefix\src\protobuf_download\src\google\protobuf\message_lite.cc:248] Exceeded maximum protobuf size of 2GB.
F0814 15:05:56.169399 11676 io.cpp:78] Check failed: proto.SerializeToOstream(&output)
Check failure stack trace:

mattybennett-phg

@mattybennett-phg

Hi All. I'm testing out the 'Deep Exemplar-based Colorization' project on GitHub. I've only just today managed to download the Docker image, so am very new to this.

URL: https://github.com/ncianeo/Deep-Exemplar-based-Colorization/blob/linux-docker-cv-caffe-build/README.md

I'm trying to understand how to use it, but there are few to no instructions. I want to try out the demo, then replace the demo images with my own test image.

Can anyone on the channel advise me please?

Hi Misha. I may be able to help a little. In Github, on the project page there is a button to switch branches. Select one that has a docker Dockerfile in the code, download the zip and extract it to your work folder. Open PowerShell in your work folder and run the Docker command to compile the image. This will be something like: " docker build -t deep-colorization -f Dockerfile . "

za13

@za13

I am using Ubuntu and tried to build Caffe and got a bunch of errors saying this file was generated by an older version of protoc

After doing some research into it, it seems many people resolved the problem by doing

conda uninstall libprotobuf

However, when I tried that, I get this:

1 reply

Collecting package metadata (repodata.json): done
Solving environment: \ 
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.
failed                                                                          

UnsatisfiableError: The following specifications were found to be incompatible with each other:



Package libstdcxx-ng conflicts for:
python=3.6 -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
Package libgcc-ng conflicts for:
python=3.6 -> libgcc-ng[version='>=7.2.0|>=7.3.0']
Package xz conflicts for:
python=3.6 -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<6.0a0|>=5.2.5,<6.0a0']
Package libffi conflicts for:
python=3.6 -> libffi[version='3.2.*|>=3.2.1,<3.3a0|>=3.3,<3.4.0a0']
Package zlib conflicts for:
python=3.6 -> zlib[version='>=1.2.11,<1.3.0a0']
Package ncurses conflicts for:
python=3.6 -> ncurses[version='6.0.*|>=6.0,<7.0a0|>=6.1,<7.0a0|>=6.2,<7.0a0']
Package tk conflicts for:
python=3.6 -> tk[version='8.6.*|>=8.6.7,<8.7.0a0|>=8.6.8,<8.7.0a0']
Package readline conflicts for:
python=3.6 -> readline[version='7.*|>=7.0,<8.0a0|>=8.0,<9.0a0']
Package pip conflicts for:
python=3.6 -> pip
Package sqlite conflicts for:
python=3.6 -> sqlite[version='>=3.20.1,<4.0a0|>=3.22.0,<4.0a0|>=3.23.1,<4.0a0|>=3.24.0,<4.0a0|>=3.25.2,<4.0a0|>=3.26.0,<4.0a0|>=3.29.0,<4.0a0|>=3.30.1,<4.0a0|>=3.31.1,<4.0a0']
Package openssl conflicts for:
python=3.6 -> openssl[version='1.0.*|1.0.*,>=1.0.2l,<1.0.3a|>=1.0.2m,<1.0.3a|>=1.0.2n,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.1.1g,<1.1.2a']
Package ld_impl_linux-64 conflicts for:
python=3.6 -> ld_impl_linux-64

I also tried conda uninstall protobuf and got:

Collecting package metadata (repodata.json): done
Solving environment: / 
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.
failed                                                                          

UnsatisfiableError: The following specifications were found to be incompatible with each other:

Package tk conflicts for:
python=3.6 -> tk[version='8.6.*|>=8.6.7,<8.7.0a0|>=8.6.8,<8.7.0a0']
Package zlib conflicts for:
python=3.6 -> zlib[version='>=1.2.11,<1.3.0a0']
Package openssl conflicts for:
python=3.6 -> openssl[version='1.0.*|1.0.*,>=1.0.2l,<1.0.3a|>=1.0.2m,<1.0.3a|>=1.0.2n,<1.0.3a|>=1.0.2o,<1.0.3a|>=1.0.2p,<1.0.3a|>=1.1.1a,<1.1.2a|>=1.1.1c,<1.1.2a|>=1.1.1d,<1.1.2a|>=1.1.1e,<1.1.2a|>=1.1.1g,<1.1.2a']
Package ncurses conflicts for:
python=3.6 -> ncurses[version='6.0.*|>=6.0,<7.0a0|>=6.1,<7.0a0|>=6.2,<7.0a0']
Package readline conflicts for:
python=3.6 -> readline[version='7.*|>=7.0,<8.0a0|>=8.0,<9.0a0']
Package pip conflicts for:
python=3.6 -> pip
Package libffi conflicts for:
python=3.6 -> libffi[version='3.2.*|>=3.2.1,<3.3a0|>=3.3,<3.4.0a0']
Package xz conflicts for:
python=3.6 -> xz[version='>=5.2.3,<6.0a0|>=5.2.4,<6.0a0|>=5.2.5,<6.0a0']
Package ld_impl_linux-64 conflicts for:
python=3.6 -> ld_impl_linux-64
Package libgcc-ng conflicts for:
python=3.6 -> libgcc-ng[version='>=7.2.0|>=7.3.0']
Package sqlite conflicts for:
python=3.6 -> sqlite[version='>=3.20.1,<4.0a0|>=3.22.0,<4.0a0|>=3.23.1,<4.0a0|>=3.24.0,<4.0a0|>=3.25.2,<4.0a0|>=3.26.0,<4.0a0|>=3.29.0,<4.0a0|>=3.30.1,<4.0a0|>=3.31.1,<4.0a0']
Package libstdcxx-ng conflicts for:
python=3.6 -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']

when I type protoc --version, it says libprotoc 2.6.1

can anyone help?

SriHarsha72

@SriHarsha72

i am new to ubuntu i am trying to install caffe v0.9999 i am getting the following error

1 reply

can any one help me how to solve this

i am trying to install matcaffe

make: /usr/Desktop/MATLAB/bin/mexext: Command not found
protoc --proto_path=src --cpp_out=.build_release/src src/caffe/proto/caffe.proto

protoc --proto_path=src --cpp_out=.build_release/src src/caffe/proto/caffe_pretty_print.proto

g++ .build_release/src/caffe/proto/caffe.pb.cc -pthread -fPIC -DCPU_ONLY -DNDEBUG -O2 -I.build_release/src -I./src -I./include -Wall -Wno-sign-compare -c -o .build_release/src/caffe/proto/caffe.pb.o 2> .build_release/src/caffe/proto/caffe.pb.o.warnings.txt \
|| (cat .build_release/src/caffe/proto/caffe.pb.o.warnings.txt; exit 1)

g++ .build_release/src/caffe/proto/caffe_pretty_print.pb.cc -pthread -fPIC -DCPU_ONLY -DNDEBUG -O2 -I.build_release/src -I./src -I./include -Wall -Wno-sign-compare -c -o .build_release/src/caffe/proto/caffe_pretty_print.pb.o 2> .build_release/src/caffe/proto/caffe_pretty_print.pb.o.warnings.txt \
|| (cat .build_release/src/caffe/proto/caffe_pretty_print.pb.o.warnings.txt; exit 1)

g++ src/caffe/layers/euclidean_loss_layer.cpp -pthread -fPIC -DCPU_ONLY -DNDEBUG -O2 -I.build_release/src -I./src -I./include -Wall -Wno-sign-compare -c -o .build_release/src/caffe/layers/euclidean_loss_layer.o 2> .build_release/src/caffe/layers/euclidean_loss_layer.o.warnings.txt \
|| (cat .build_release/src/caffe/layers/euclidean_loss_layer.o.warnings.txt; exit 1)
In file included from src/caffe/layers/euclidean_loss_layer.cpp:4:0:
./include/caffe/util/io.hpp:7:10: fatal error: hdf5.h: No such file or directory

include "hdf5.h"

      ^~~~~~~~

compilation terminated.
Makefile:454: recipe for target '.build_release/src/caffe/layers/euclidean_loss_layer.o' failed
make: * [.build_release/src/caffe/layers/euclidean_loss_layer.o] Error

Berkant

@berkantay

Hello people I am trying install latest caffe on my jetson tx2 dev board that has jetpack 4.4

OpenCV version 4.3.0 cuda enabled

Torch 1.6.0 cuda enabled

Last framework i need is caffe but I could not find any resource for jetpack 4.4

mishabeliy15

@mishabeliy15

Hello! Could you help me, please? I can't build caffe with opencl for openpose on MacBook pro 16

[ 36%] Building CXX object src/caffe/CMakeFiles/caffe.dir/layers/prelu_layer.cpp.o
8 warnings generated.
4 warnings generated.
[ 36%] Building CXX object src/caffe/CMakeFiles/caffe.dir/layers/recurrent_layer.cpp.o
[ 36%] Building CXX object src/caffe/CMakeFiles/caffe.dir/layers/reduction_layer.cpp.o
1 error generated.
make[5]: [src/caffe/CMakeFiles/caffe.dir/layers/malis_loss_layer.cpp.o] Error 1
make[5]: Waiting for unfinished jobs....
6 warnings generated.
make[4]: [src/caffe/CMakeFiles/caffe.dir/all] Error 2
make[3]: [all] Error 2
make[2]: [caffe/src/openpose_lib-stamp/openpose_lib-build] Error 2
make[1]: [CMakeFiles/openpose_lib.dir/all] Error 2
make: * [all] Error 2

陈训教

@ChenCVer

hello everyone

chandraOloid

@chandraOloid

hi all,
Just a quick info request,
For softmaxloss, for margin_inner_product_param, how do you get what this value is
num_output

say for example

######### A-Softmax Loss

layer {
name: "fc6"
type: "MarginInnerProduct"
bottom: "fc5"
bottom: "label"
top: "fc6"
top: "lambda"
param {
lr_mult: 1
decay_mult: 1
}
margin_inner_product_param {
num_output: 10572
type: QUADRUPLE
weight_filler {
type: "xavier"
}
base: 1000
gamma: 0.12
power: 1
lambda_min: 5
iteration: 0
}
}
layer {
name: "softmax_loss"
type: "SoftmaxWithLoss"
bottom: "fc6"
bottom: "label"
top: "softmax_loss"
}

how do u decide num_output in second braces

Sadiqu

@Sadiqush

I dont understand why caffe is so unnecessarily complicated to get work. funnny part is it has 34+k upvotes and still documentation is still so vague and poorly written

brk507

@brk507:matrix.org

[m]

Hello i configured caffe in colab.
when am import layers by from caffe import layers as L,
-----> cannot import name 'layers' from 'caffe' (unknown location)
Could anyone please help

1 reply

Screenshot 2021-04-15 at 12.19.29 PM.png

syam krishnan

@syam218

hai all

can i run cafelib with out glog dependancy

?????

IBNU1

@IBNU1

Hi for openpose does anyone know which version of Caffe do I have to Use ?

Carlos Ferry

@cfferry

Hope everyone is fine. I've been working on a non relational database and trying to integrate Caffe. I'd like to know if there's any way we could collaborate.

https://github.com/cfferry

http://docs.beryl.dev/

https://github.com/beryldb/beryldb

SEGFAULT

@IGBC

HI, noob question: is it possible to compile caffe as a static lib for including into a larger program?

shubhamias12

@shubhamias12

can anyone tell how to install the 3D cafee

or can anyone tell the video source from where I can watch installation

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include "hdf5.h"

######### A-Softmax Loss