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.

Sign up for GitHub

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

Jump to bottom

Simple C++ prediction example #2487

Closed
flx42 opened this issue May 18, 2015 · 2 comments · Fixed by #2498
Closed

Simple C++ prediction example #2487

flx42 opened this issue May 18, 2015 · 2 comments · Fixed by #2498

Comments

@flx42
Copy link
Contributor

flx42 commented May 18, 2015

Hi,

I want to contribute a simple C++ prediction example to the codebase, is this something you are interested in adding? If yes, what kind of features would you like to see in this sample app?

From my point of view, I think the sample application should take as input the following files: deploy file, trained weights, labels, mean file and input image to classify.
It would be nice to be able to use file models/bvlc_reference_caffenet/deploy.prototxt as-is, without requiring to add an extra layer for preprocessing (like cropping, resizing, mean subtraction), so I think the processing should be done from the sample app after probing the network for the dimensions of its input layer. This way, the app should hopefully work with caffenet and MNIST by just changing the input files (and those files are either already present in the repo, or are downloadable through a provided script).

What do you think? Any other feature request? I'm already excluding features like image batching or oversampling from the list, for the sake of readability.
@lukeyeager lukeyeager mentioned this issue May 18, 2015
Closed
@boaz001
Copy link

boaz001 commented May 21, 2015

Feel free to add it here if you like.

flx42 added a commit to flx42/caffe that referenced this issue May 21, 2015
@flx42
Add a simple C++ classification example.
ccaa7c3 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
@flx42 flx42 mentioned this issue May 21, 2015
Merged
@flx42
Copy link
Contributor Author

flx42 commented May 21, 2015

I think such code should be part of the main project since the C++ API is the "original" API. I just sent a PR, comments welcomed!

flx42 added a commit to flx42/caffe that referenced this issue May 21, 2015
@flx42
Add a simple C++ classification example
85307f8 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
flx42 added a commit to flx42/caffe that referenced this issue May 21, 2015
@flx42
Add a simple C++ classification example
80ba816 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
flx42 added a commit to flx42/caffe that referenced this issue May 23, 2015
@flx42
Add a simple C++ classification example
0cf8e23 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
flx42 added a commit to flx42/caffe that referenced this issue May 30, 2015
@flx42
Add a simple C++ classification example
ac85de7 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
flx42 added a commit to flx42/caffe that referenced this issue May 30, 2015
@flx42
Add a simple C++ classification example
13268cf 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
flx42 added a commit to flx42/caffe that referenced this issue May 30, 2015
@flx42
Add a simple C++ classification example
1f9b5d2 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
flx42 added a commit to flx42/caffe that referenced this issue May 30, 2015
@flx42
Add a simple C++ classification example
4874c01 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
ShaggO pushed a commit to ShaggO/caffe that referenced this issue Jun 1, 2015
@flx42
Add a simple C++ classification example
a17b86e 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
matthiasplappert pushed a commit to matthiasplappert/caffe that referenced this issue Aug 10, 2015
@flx42 @matthiasplappert
Add a simple C++ classification example
6ba6843 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
cbfinn pushed a commit to cbfinn/caffe that referenced this issue Aug 12, 2015
@flx42 @cbfinn
Add a simple C++ classification example
b9d2bd6 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
wangyida pushed a commit to wangyida/caffe that referenced this issue Sep 14, 2015
@flx42 @wangyida
Add a simple C++ classification example
830e9a9 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
wangyida pushed a commit to wangyida/caffe that referenced this issue Sep 22, 2015
@flx42 @wangyida
Add a simple C++ classification example
ab23a72 
Closes BVLC#2487

Example usage:
./build/examples/cpp_classification/classification.bin \
  models/bvlc_reference_caffenet/deploy.prototxt \
  models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel \
  data/ilsvrc12/imagenet_mean.binaryproto \
  data/ilsvrc12/synset_words.txt \
  examples/images/cat.jpg
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

Successfully merging a pull request may close this issue.

Add a simple C++ classification example flx42/caffe
2 participants
@boaz001 @flx42