This repository was archived by the owner on Aug 5, 2022. It is now read-only.
Add Caffe and a precompiled imagenet model #57
Closed
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Pillow is a fork of PIL, Python Imaging Library. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
ImageIO is a Python library for doing basic I/O operations for images. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
The protobuf package didn't compile Python bindings. Add a new package which does that. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
The recipes are originally from (non-maintained) meta-convnet layer. Patch Caffe to compile the Python bindings with Python 3. Also change the image IO libary away from scipy-image, so that we don't have full matplotlib and graphical environment as runtime dependencies. Then add custom demo scripts. Many recipes are updated and customized. They probably don't work properly in anything else than 64-bit x86 environment. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
The goal is to have the computer vision stack to be scriptable by Python 3. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
As long as https://bugzilla.yoctoproject.org/show_bug.cgi?id=11104 isn't fixed, we can't have both Python 2 and Python 3 bindings for boost at the same time. Pick Python 3. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
The package contains pretrained imagenet model. The model is a pretrained deep learning network for classifying based on the imagenet database. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
Add caffe-imagenet-model to computer vision test image. Also add the caffe and its dependencies to supported recipes. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
Pyrealsense contains Python bindings for librealsense. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
Also add pyrealsense and runtime dependencies to supported recipes list. Signed-off-by: Ismo Puustinen <ismo.puustinen@intel.com>
Contributor
Author
|
retest this please |
Contributor
Author
|
Closing, because the content is moved into #130. |
Sign up for free
to subscribe to this conversation on GitHub.
Already have an account?
Sign in.
1 participant
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Add
caffeand its dependencies to RefKit. The original recipes forcaffe,hdf5,lmdb,openblas, andsnappyfrom meta-convnet layer (https://github.com/norxander/meta-convnet, MIT and GPLv2 licenses), but have been modified quite much.Use Caffe from the opencl git branch, meaning that it can be accelerated using OpenCL-compatible GPUs. Remove some of Caffe's Python dependencies (such as https://github.com/scikit-image/scikit-image) and replace them with easier-to-package alternatives (Pillow and ImageIO). Move all tools to use Python 3 instead of Python 2.
Package Caffe's reference imagenet model for classification of images. Add some Python demo classification code which uses the model.