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Deep Learning for Perception
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Overview of Deep Learning
Object Detection
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Overview of Deep Learning
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Deep Learning Basics: Introduction
Last updated
3 years ago
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Review on Object Detection
Image from zou2019
Review: 3D object detection using LiDAR
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Detector (LIDAR only) latency vs vehicle AP
Image General approaches for LIDAR+RGB fusion. Images are adapted from MV3D (Chen et. at. 2016), F-Pointnet (Qi et. al. 2017), ContFuse (Liang et. al. 2018), and LaserNet (Meyer et. al. 2018).for post
Detector (LIDAR+RGB fusion labeled) latency vs vehicle APost
Trade-offs between RV and BEV projectionspost
The state of 3D object detection: A review of the state of the art based upon the KITTI leaderboard
Object Detection in 20 Years: A Survey
Deep Learning for Object Detection: A Comprehensive Review
12 Papers You Should Read to Understand Object Detection in the Deep Learning Era
Latest Trends of Object Detection: From CornerNet to CenterNet
Figure from PointPillars