{ "info": { "author": "Leonard Plotkin", "author_email": "git@leonard-plotkin.de", "bugtrack_url": null, "classifiers": [ "Development Status :: 3 - Alpha", "Environment :: Console", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: C++", "Programming Language :: Cython", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Topic :: Scientific/Engineering :: Image Recognition" ], "description": "PyDriver\n========\n\n.. image:: doc/_images/000019_front.png\n\nWhat is PyDriver?\n PyDriver is a Python (2.7, 3.x) framework for training and evaluating object detectors\n and classifiers in road traffic environment. It aims at researchers experimenting\n with learning based 3D object detection, classification and tracking.\n\nWhat can I do with PyDriver?\n PyDriver helps you with following tasks:\n\n - read data from standard datasets (currently integrated: `KITTI `_)\n - reconstruct 3D scene from stereo images, detect/remove ground plane, restrict viewport etc.\n - detect 3D keypoints and extract 3D feature descriptors\n - train classifiers available in `scikit-learn `_ (support vector machines, decision trees and many more)\n - visualize point clouds, extracted keypoints and detections using `Point Cloud Library `_\n - evaluate produced detections with respect to dataset ground truth\n\n Of course, you can write your own modules and enhancements such as interfaces to\n your custom dataset or implement novel feature descriptors. The point of PyDriver\n is to provide a basic pipeline for object detection which you can enhance with your\n own algorithms without reimplementing the routine stuff.\n\nWhich licence does PyDriver use?\n PyDriver is subject to the MIT licence.\n\nHow do I install PyDriver?\n `PyDriver installation documentation `_\n\nWhere are the docs?\n `PyDriver documentation `_\n\nWhere is the source?\n The most current development version is available here: http://github.com/lpltk/pydriver", "description_content_type": null, "docs_url": null, "download_url": "UNKNOWN", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "http://github.com/lpltk/pydriver", "keywords": null, "license": "MIT", "maintainer": null, "maintainer_email": null, "name": "pydriver", "package_url": "https://pypi.org/project/pydriver/", "platform": "any", "project_url": "https://pypi.org/project/pydriver/", "project_urls": { "Download": "UNKNOWN", "Homepage": "http://github.com/lpltk/pydriver" }, 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