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Starred repositories
A Curated List of Vision-Language-Action (VLA) and World Action Models (WAM) Research and Beyond
From the fundamentals of diffusion to flow matching in pi0
[ICLR2025] A PyTorch implementation for STORM: Spatiotemporal Reconstruction Model for Large-Scale Outdoor Scenes
MapAnything: Universal Feed-Forward Metric 3D Reconstruction
This repo aims to include materials (papers, codes, slides) about SAM2 (segment anything in images and videos). We are continuously improving the project. Welcome to PR the works (papers, repos) th…
[CVPRW 2025] McByte - tracking in sports without training (No Train Yet Gain)
[CVPR'25 Oral] MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision
🌟A curated list of DUSt3R-related papers and resources, tracking recent advancements using this geometric foundation model.
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models
[NeurIPS 2025 Spotlight] ReSim: Reliable World Simulation for Autonomous Driving
All kind of experts that can collect data for e2e learning in CARLA; 根据现有的开源代码，收集的相关experts
Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, arXiv:1907.01341"
assistant tools for attention visualization in deep learning
BoxMOT: Pluggable python and c++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes
Multi-Head Attention, Transformer, Perceiver, Linear Attention.
Variational autoencoder implemented in PyTorch. Derives the ELBO, Log-Derivative trick, Reparameterization trick.
A fast and efficient type assistant for Python, including tensor shape inference
High-resolution map (OpenDrive\Apollo) visualization and conversion tools
3d Multi-Object Tracking in Python
[CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer
Repo of "GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving"
3D Gaussian Rendering PlayGround: an open-source autonomous driving closed-loop simulator demo using 3D Gaussian Splatting tech
[RA-L 2024] A LiDAR-inertial-visual odometry and mapping system based on the sweep reconstruction method
NVIDIA's Deep Imagination Team's PyTorch Library
An open source code repository of driving world models, with training, inferencing, evaluation tools, and pretrained checkpoints.