Python reimplementation of some pieces of Pedro Felzenszwalb's DPM package.
See Dockerfile for an example configuration. In particular, this installation uses Ubuntu 14.04 with the following packages installed:
- libpython-dev
- python-numpy
- build-essential
- libatlas-base-dev
- python-msgpack
- python-scipy
Once the dependencies are installed, build and install pydro:
python setup.py build
python setup.py install
For example API usage, look at demo.py. This loads an image with a bunch of cars and a model that detects cars. The output is an image called vis.py.
Example input:
Output:
Blue boxes should appear around the cars and yellow boxes should appear around the DPM parts.