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thodan committed Jul 19, 2019
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90 changes: 90 additions & 0 deletions .gitignore
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# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class

# C extensions
*.so

# Distribution / packaging
.Python
env/
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
*.egg-info/
.installed.cfg
*.egg

# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec

# Installer logs
pip-log.txt
pip-delete-this-directory.txt

# Unit test / coverage reports
htmlcov/
.tox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*,cover
.hypothesis/

# Translations
*.mo
*.pot

# Django stuff:
*.log
local_settings.py

# Flask stuff:
instance/
.webassets-cache

# Scrapy stuff:
.scrapy

# Sphinx documentation
docs/_build/

# PyBuilder
target/

# IPython Notebook
.ipynb_checkpoints

# pyenv
.python-version

# celery beat schedule file
celerybeat-schedule

# dotenv
.env

# virtualenv
venv/
ENV/

# Spyder project settings
.spyderproject

# Rope project settings
.ropeproject

21 changes: 21 additions & 0 deletions LICENSE
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MIT License

Copyright (c) 2019 Tomas Hodan

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
48 changes: 48 additions & 0 deletions README.md
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# BOP Toolkit

A Python toolkit of the BOP benchmark for 6D object pose estimation
(http://bop.felk.cvut.cz).

- **bop_toolkit_lib** - The core Python library for i/o operations, calculation
of pose errors, Python based rendering etc.
- **docs** - Documentation and conventions.
- **scripts** - Scripts for evaluation, rendering of training images,
visualization of 6D object poses etc.

## Installation

### Python Dependencies

To install the required python libraries, run:
```
pip install -r requirements.txt
```

In the case of problems, try to first run: ```pip install --upgrade pip setuptools```

### Python Renderer

The Python based renderer is implemented using
[Glumpy](https://glumpy.github.io/) which depends on
[freetype](https://www.freetype.org/) and [GLFW](https://www.glfw.org/).
Glumpy is installed using the pip command above. On Linux, freetype and GLFW can
be installed by:

```
apt-get install freetype
apt-get install libglfw3
```

To install freetype and GLFW on Windows, follow [these instructions](https://glumpy.readthedocs.io/en/latest/installation.html#step-by-step-install-for-x64-bit-windows-7-8-and-10).

GLFW serves as a backend of Glumpy. [Another backends](https://glumpy.readthedocs.io/en/latest/api/app-backends.html)
can be used but were not tested with our code.

### C++ Renderer

To speed up rendering, we recommend installing [bop_renderer](https://github.com/thodan/bop_renderer),
an off-screen C++ renderer with Python bindings.

See *scripts/eval_calc_errors.py* for an example on how to use the Python and
C++ renderers - you can switch between them by setting *renderer_type* to
*'python'* or *'cpp'*.
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32 changes: 32 additions & 0 deletions bop_toolkit_lib/colors.json
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[
[0.89, 0.28, 0.13],
[0.45, 0.38, 0.92],
[0.35, 0.73, 0.63],
[0.62, 0.28, 0.91],
[0.65, 0.71, 0.22],
[0.8, 0.29, 0.89],
[0.27, 0.55, 0.22],
[0.37, 0.46, 0.84],
[0.84, 0.63, 0.22],
[0.68, 0.29, 0.71],
[0.48, 0.75, 0.48],
[0.88, 0.27, 0.75],
[0.82, 0.45, 0.2],
[0.86, 0.27, 0.27],
[0.52, 0.49, 0.18],
[0.33, 0.67, 0.25],
[0.67, 0.42, 0.29],
[0.67, 0.46, 0.86],
[0.36, 0.72, 0.84],
[0.85, 0.29, 0.4],
[0.24, 0.53, 0.55],
[0.85, 0.55, 0.8],
[0.4, 0.51, 0.33],
[0.56, 0.38, 0.63],
[0.78, 0.66, 0.46],
[0.33, 0.5, 0.72],
[0.83, 0.31, 0.56],
[0.56, 0.61, 0.85],
[0.89, 0.58, 0.57],
[0.67, 0.4, 0.49]
]
23 changes: 23 additions & 0 deletions bop_toolkit_lib/config.py
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# Author: Tomas Hodan ([email protected])
# Center for Machine Perception, Czech Technical University in Prague

"""Configuration of the BOP Toolkit."""


# Folder with the BOP datasets.
datasets_path = r'/path/to/bop/datasets'

# Folder for outputs (e.g. visualizations).
output_path = r'/path/to/output/folder'

# Folder with results to be evaluated.
results_path = r'/path/to/folder/with/results'

# Folder for the calculated pose errors and performance scores.
eval_path = r'/path/to/eval/folder'

# Path to the build folder of bop_renderer (github.com/thodan/bop_renderer).
bop_renderer_path = r'/path/to/bop_renderer/build'

# Executable of the MeshLab server.
meshlab_server_path = r'/path/to/meshlabserver.exe'
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