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3d-tracking-approaches icon 3d-tracking-approaches

This repo contains 3D-tracking approaches that can be applied on the results of 3D-abject detection models.

3d_buildings icon 3d_buildings

Point cloud of results of aerial laser scanner is given. Code classifies points to ground, vegetation and buildings, finds outline of every building, simplifies it and visualizes buildings in 3D using OpenGL.

3d_car_localization icon 3d_car_localization

Estimating the number of cars in a scene given a snapshot; a collection of - one image, LiDAR points, and the projection matrix.

3d_detect icon 3d_detect

This model can predict the real length,height,width ,BUT it can not predict the center position of the target ,so it can not draw the 3Dbox on the image

3d_navigation icon 3d_navigation

Global and local path planner plugins for ROS move_base which move the robot in 2D (x,y,angle) but avoid collisions using full 3D data (robot meshes and environment octomap).

3dcnn.torch icon 3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

3detr icon 3detr

Code & Models for 3DETR - an End-to-end transformer model for 3D object detection

3dfeatnet icon 3dfeatnet

3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration

3dioumatch icon 3dioumatch

PyTorch implementation of 3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection.

3dioumatch-pvrcnn icon 3dioumatch-pvrcnn

[CVPR 2021] PyTorch implementation of 3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection.

3dlinedetection icon 3dlinedetection

A simple and efficient 3D line detection algorithm for large scale unorganized point cloud

3dod_thesis icon 3dod_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3dpanoramic icon 3dpanoramic

Real-Time Intelligent Vehicle System with 3D Panoramic Video and Pedestrian Dectection

3dssd icon 3dssd

3DSSD: Point-based 3D Single Stage Object Detector (CVPR 2020)

3dtk icon 3dtk

!!! TEST ONLY !!! DO NOT USE !!!

3dvid icon 3dvid

LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention (CVPR20)

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