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Semantic 3D Object Detection, Project 2 for the Laboratory, Deep Learning for Autonomous Driving

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Semantic 3D Object Detection

Implementation of Frustum PointNets for 3D Object Detection from RGB-D Data (https://arxiv.org/pdf/1711.08488.pdf) using SSD: Single Shot MultiBox Detector (https://arxiv.org/pdf/1512.02325.pdf) and PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation (https://arxiv.org/pdf/1612.00593) on KITTI Dataset.

Project 2 for the Laboratory, Deep Learning for Autonomous Driving - SS18, University of Freiburg, Germany

Students: Alp Emek and Marcelo Chulek

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Semantic 3D Object Detection, Project 2 for the Laboratory, Deep Learning for Autonomous Driving

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