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Source code and scheme for target recognition, detection and 6D attitude estimation (the most advanced method and data set)
2022-06-12 08:59:00 【Softboy_ TM】
3D Accurate positioning and pose estimation of objects are very important for many higher-level tasks , For example, robot operation ( Such as
Amazon Picking Challenge)、 Scene interpretation and augmented reality . The recent introduction of consumer grade depth sensors has allowed for the traditional 2D The method is substantially improved , Because it can capture more detailed 3D Geometric features . However , There are still some challenges to be solved , Include : Foreground occlusion , The background is messy , Large scale and postural changes , Multiple instance objects !
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The scope of this article is to list the most advanced methods and data sets that can be used to further help drive research , Don't be wordy. Let's look at the effect below .

Advanced algorithms :( The connection on the right side is described in detail )
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