Monocular Geometric Scene Understanding for Autonomous Driving. A combination of panoptic segmentation and self-supervised depth estimation. Code release for our ICCV 2021 paper
☆40Jan 12, 2023Updated 3 years ago
Alternatives and similar repositories for MGNet
Users that are interested in MGNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Revisiting K-Net for Real-Time Panoptic Segmentation. Code release for our IV 2023 paper.☆15Apr 25, 2025Updated last year
- Deterministic Execution Framework for ROS 2☆19Feb 1, 2024Updated 2 years ago
- Trajectory planning library☆27Apr 3, 2025Updated last year
- [ICARSC'23] Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps☆12Jun 27, 2022Updated 4 years ago
- Label Generation for a Radar Clutter Data Set☆21Feb 1, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- (RA-L 2023) Official toolkit for the SemanticSpray Dataset.☆31Jul 18, 2026Updated last month
- PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation (CVPR2022)☆111Jun 2, 2022Updated 4 years ago
- Python3 / PyTorch implementation of the following paper: Fine-grained Semantics-aware Representation Enhancement for Self-supervisedMonoc…☆93Mar 17, 2023Updated 3 years ago
- The offical code of PolarBEV (CoRL2022).☆57Sep 17, 2022Updated 3 years ago
- [AAAI 2023] MOVEDepth: Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning☆59Aug 22, 2022Updated 4 years ago
- A Simple Active-and-Adaptive Baseline for Cross-Domain 3D Semantic Segmentation☆13Dec 22, 2022Updated 3 years ago
- Dur360BEV: (ICRA 2025) A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving☆26Feb 2, 2026Updated 7 months ago
- [ECCV 2022] 🎵PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation☆58Dec 22, 2022Updated 3 years ago
- [CVPR2023] This is an official implementation for "PlaneDepth: Self-supervised Depth Estimation via Orthogonal Planes".☆107Jun 6, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ECCV 2022]JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes☆79Nov 4, 2022Updated 3 years ago
- Official Repository for the Paper - ViT BEVSeg: A Hierarchical Transformer Network for Monocular Birds-Eye-View Segmentation☆14May 30, 2022Updated 4 years ago
- ☆12Nov 28, 2022Updated 3 years ago
- Representation Based Regression for Object Distance Estimation☆12Jun 13, 2024Updated 2 years ago
- [CVPR 2023] Multi-frame depth estimation in dynamic scenes. -- Li, Rui, et al. "Learning to Fuse Monocular and Multi-view Cues for Multi-…☆131Nov 2, 2023Updated 2 years ago
- This is an official repository of CLGo: Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints☆46Apr 25, 2022Updated 4 years ago
- ☆14Jul 9, 2021Updated 5 years ago
- The official implementation of "Label-efficient Semantic Scene Completion with Scribble Annotations" (IJCAI 2024)☆14Jul 27, 2024Updated 2 years ago
- Pythonic bindings of imgui/implot for visualization☆31Apr 2, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [IEEE RA-L 2023] Towards Better Data Exploitation In Self-Supervised Monocular Depth Estimation☆40May 29, 2026Updated 3 months ago
- LDC: Lightweight Dense CNN for Edge DetectionのPythonでのONNX推論サンプル☆15May 6, 2023Updated 3 years ago
- This is an official repository of Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints☆18Dec 11, 2021Updated 4 years ago
- Translante Mobilenet v2 to Movidius stick.☆11Aug 14, 2018Updated 8 years ago
- SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage//jiawangbian.github.io/sc_depth_pl/☆489Oct 6, 2023Updated 2 years ago
- A project about UAV, camera, radar and imu.☆14Aug 29, 2019Updated 7 years ago
- ☆17Jul 22, 2022Updated 4 years ago
- Unleash the Potential of Image Branch for Cross-modal 3D Object Detection [NeurIPS2023]☆67Jun 4, 2024Updated 2 years ago
- code for Multiview Textured Mesh Recovery by Differentiable Rendering☆30Feb 29, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Monocular depth estimation by segmentation models for NYU-depth v2 dataset. Simple PyTorch Lightning implementation.☆18Apr 26, 2021Updated 5 years ago
- Pytorch code of Paper 'Homography Loss for Monocular 3D Object Detection'☆59Apr 5, 2022Updated 4 years ago
- Code for T-ITS paper "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry" and for ICRA paper "Unsuper…☆80Dec 4, 2020Updated 5 years ago
- GHM_Detection☆16Feb 14, 2019Updated 7 years ago
- lightNet (Object Detection and Semantic Segmentation) for ONNX and TensorRT☆16Jul 4, 2023Updated 3 years ago
- Python scripts for performing monocular depth estimation using the PackNet-SfM model in ONNX☆17Feb 13, 2022Updated 4 years ago
- 自写注释☆21Aug 30, 2022Updated 4 years ago