oscarmcnulty / gta-3d-dataset
A dataset of 2D imagery, 3D point cloud data, and 3D vehicle bounding box labels all generated using the Grand Theft Auto 5 game engine.
☆134Updated 2 years ago
Related projects: ⓘ
- ☆114Updated 4 years ago
- Official PyTorch Implementation for "Monocular 3D Object Detection with Pseudo-LiDAR Point Cloud", ICCVW 2019☆131Updated 4 years ago
- ☆200Updated 4 months ago
- 3d bounding box estimation from monocular image based on 2d bounding box☆127Updated 5 years ago
- PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry☆130Updated 6 years ago
- Monocular 3D Object Detection☆121Updated last year
- ☆261Updated 4 years ago
- MonoLayout: Amodal Scene Layout from a single image☆199Updated last year
- Triangulation Learning Network: from Monocular to Stereo 3D Object Detection | KITTI☆109Updated 4 years ago
- MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Detection and Localization | KITTI☆245Updated last year
- Research platform for 3D object detection in PyTorch.☆200Updated 11 months ago
- 3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.☆282Updated 5 years ago
- Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019)☆660Updated last year
- The PyTorch Implementation of F-ConvNet for 3D Object Detection☆239Updated last year
- A two stage multi-modal loss model along with rigid body transformations to regress 3D bounding boxes☆51Updated 5 years ago
- PyTorch implementation of Complex-YOLO paper with YoloV3☆190Updated last year
- Build a CNN network to predict 3D bounding box of car from 2D image.☆237Updated 5 years ago
- Monocular multi-object tracking using simple and complementary 3D and 2D cues (ICRA 2018)☆187Updated 2 years ago
- Unofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)☆291Updated 4 years ago
- ☆140Updated 5 years ago
- Code to export full segmentations from GTA☆126Updated 4 years ago
- Code for my master thesis: Vehicle Detection and Pose Estimation for Autonomous Driving☆186Updated 6 years ago
- Code release for "Rethinking Pseudo-LiDAR Representation (ECCV2020)".☆163Updated 3 years ago
- 3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)☆488Updated 3 years ago
- Boston Team for the Udacity/Didi Challenge☆115Updated 7 years ago
- A plugin for Grand Theft Auto V that generates a labeled LiDAR point cloud from the game environment.☆154Updated 3 years ago
- Tools to evaluate object detection results using the KITTI dataset.☆57Updated 3 years ago
- Fast kitti object detection eval in python(finish eval in less than 10 second)☆195Updated 3 years ago
- Code for 3D single stage object detection for autonomous driving☆99Updated 2 years ago
- Projects and application using computer vision and machine learning☆276Updated last year