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pydro

Python reimplementation of some pieces of Pedro Felzenszwalb's DPM package.

Installation

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

Demo

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: input Output: output Blue boxes should appear around the cars and yellow boxes should appear around the DPM parts.