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Looking for an annotated car database

asked 2016-04-25 07:19:16 -0500

Witek gravatar image

updated 2016-04-25 17:48:25 -0500


I am looking for an annoteded vehicle database as seen by overhead camera (from a certain height, at an angle, like from a camera mounted on a lamp post). Most databases that I can find deal either with horizontal or vertical view, which is unfortunately not suitable for my application. I need to build a classifier for vehicle detection and it would save me some time if I did not have to annotate thousands of car images. Is there such a database available somewhere (for non-commercial, research purposes)?


Here is a couple of examples of scenes where I need to identify cars: image description image description image description

Either I somehow normalize the images and annotate cars myself or I can find some cars as seen from the above perspective to train my detector.



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answered 2016-04-25 18:35:23 -0500

Tetragramm gravatar image

Take a look HERE. There are a couple of datasets with cars, and there's ground truth, but you'll have to do a little bit of processing on the ground truth to get bounding boxes. It's not meant for this, but it'll work.

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Asked: 2016-04-25 07:19:16 -0500

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Last updated: Apr 25 '16