3dssd Point Based 3d Single Stage Object Detector

Media Summary: Authors: Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia Description: Prevalence of voxel- The implementation of AEC3D - An Efficient and Compact Authors: Chenhang He, Hui Zeng, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang Description:

3dssd Point Based 3d Single Stage Object Detector - Detailed Analysis & Overview

Authors: Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia Description: Prevalence of voxel- The implementation of AEC3D - An Efficient and Compact Authors: Chenhang He, Hui Zeng, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang Description: In this demo we present a hardware-software system for This is a ECCV spotlight video of "Generative Sparse Detection Networks for Authors: Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia Description: Most state-of-the-art

This is a presentation for an IEEE ICETCI 2021 paper Analysis of voxel-

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3DSSD: Point-Based 3D Single Stage Object Detector

PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer

AEC3D - An Efficient and Compact Single-Stage 3D Multi-Object Detector For Autonomous Driving

Demo video of "Structure-Aware Single Stage 3D Object Detection from Point Cloud", CVPR 2020

CV3DST - One-stage Object Detectors

Lidar based 3D Object Detection using PV-RCNN

Structure Aware Single-Stage 3D Object Detection From Point Cloud

Hardware-software implementation of the PointPillars network for 3D object detection in point clouds

Generative Sparse Detection Networks for 3D Single-shot Object Detection

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

DSGN: Deep Stereo Geometry Network for 3D Object Detection

3D Object Detection result

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3DSSD: Point-Based 3D Single Stage Object Detector

3DSSD: Point-Based 3D Single Stage Object Detector

Authors: Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia Description: Prevalence of voxel-

PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer

PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer

CVPR 2023.

AEC3D - An Efficient and Compact Single-Stage 3D Multi-Object Detector For Autonomous Driving

AEC3D - An Efficient and Compact Single-Stage 3D Multi-Object Detector For Autonomous Driving

The implementation of AEC3D - An Efficient and Compact

Demo video of "Structure-Aware Single Stage 3D Object Detection from Point Cloud", CVPR 2020

Demo video of "Structure-Aware Single Stage 3D Object Detection from Point Cloud", CVPR 2020

source code: https://github.com/skyhehe123/SA-SSD.

CV3DST - One-stage Object Detectors

CV3DST - One-stage Object Detectors

YOLO, SSD,

Lidar based 3D Object Detection using PV-RCNN

Lidar based 3D Object Detection using PV-RCNN

3D Object Detection

Structure Aware Single-Stage 3D Object Detection From Point Cloud

Structure Aware Single-Stage 3D Object Detection From Point Cloud

Authors: Chenhang He, Hui Zeng, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang Description:

Hardware-software implementation of the PointPillars network for 3D object detection in point clouds

Hardware-software implementation of the PointPillars network for 3D object detection in point clouds

In this demo we present a hardware-software system for

Generative Sparse Detection Networks for 3D Single-shot Object Detection

Generative Sparse Detection Networks for 3D Single-shot Object Detection

This is a ECCV spotlight video of "Generative Sparse Detection Networks for

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

Paper: https://arxiv.org/pdf/2002.10111.pdf Code: https://github.com/lzccccc/SMOKE.

DSGN: Deep Stereo Geometry Network for 3D Object Detection

DSGN: Deep Stereo Geometry Network for 3D Object Detection

Authors: Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia Description: Most state-of-the-art

3D Object Detection result

3D Object Detection result

Complex-Yolo v3 KITTI Tracking dataset.

ICETCI Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems

ICETCI Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems

This is a presentation for an IEEE ICETCI 2021 paper Analysis of voxel-