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Project Description
What is PyDriver?
PyDriver is a Python (2.7, 3.x) framework for training and evaluating object detectors and classifiers in road traffic environment. It aims at researchers experimenting with learning based 3D object detection, classification and tracking.
What can I do with PyDriver?

PyDriver helps you with following tasks:

  • read data from standard datasets (currently integrated: KITTI)
  • reconstruct 3D scene from stereo images, detect/remove ground plane, restrict viewport etc.
  • detect 3D keypoints and extract 3D feature descriptors
  • train classifiers available in scikit-learn (support vector machines, decision trees and many more)
  • visualize point clouds, extracted keypoints and detections using Point Cloud Library
  • evaluate produced detections with respect to dataset ground truth

Of course, you can write your own modules and enhancements such as interfaces to your custom dataset or implement novel feature descriptors. The point of PyDriver is to provide a basic pipeline for object detection which you can enhance with your own algorithms without reimplementing the routine stuff.

Which licence does PyDriver use?
PyDriver is subject to the MIT licence.
How do I install PyDriver?
PyDriver installation documentation
Where are the docs?
PyDriver documentation
Where is the source?
The most current development version is available here: http://github.com/lpltk/pydriver
Release History

Release History

1.0.1

This version

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

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1.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

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Download Files

Download Files

TODO: Brief introduction on what you do with files - including link to relevant help section.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
pydriver-1.0.1-cp27-none-win_amd64.whl (3.2 MB) Copy SHA256 Checksum SHA256 2.7 Wheel Oct 12, 2015
pydriver-1.0.1-cp34-none-win_amd64.whl (3.5 MB) Copy SHA256 Checksum SHA256 3.4 Wheel Oct 12, 2015
pydriver-1.0.1.tar.gz (71.9 kB) Copy SHA256 Checksum SHA256 Source Oct 12, 2015
pydriver-1.0.1.zip (96.5 kB) Copy SHA256 Checksum SHA256 Source Oct 12, 2015

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