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Yu Huang's Projects

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

master_thesis_code icon master_thesis_code

Code for my master thesis: Vehicle Detection and Pose Estimation for Autonomous Driving

mean-teacher icon mean-teacher

A state-of-the-art semi-supervised method for image recognition

mimo-unet icon mimo-unet

MIMO-UNet - Official Pytorch Implementation

mine icon mine

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

mirnet icon mirnet

Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

models icon models

Models and examples built with TensorFlow

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

monodle icon monodle

Delving into Localization Errors for Monocular 3D Object Detection, CVPR'2021

monogrnet icon monogrnet

MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Detection and Localization | KITTI

monolayout icon monolayout

MonoLayout: Amodal Scene Layout from a single image

monorun icon monorun

[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation

monoscene icon monoscene

MonoScene: Monocular 3D Semantic Scene Completion. CVPR 2022

motionnet icon motionnet

CVPR 2020, "MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps"

mulls icon mulls

MULLS: Versatile LiDAR SLAM via Multi-metric Linear Least Square [ICRA '21]

multical icon multical

Multi-camera calibration using one or more calibration patterns

multiverse icon multiverse

Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.

mv3d icon mv3d

Multi-View 3D Object Detection Network for Autonomous Driving

mv3d_voxelnet icon mv3d_voxelnet

A combination of MV3D (from bostondiditeam) and VoxelNet (from qianguih)

neat icon neat

[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving

neural-sim-nerf icon neural-sim-nerf

[ECCV 2022] Neural-Sim: Learning to Generate Training Data with NeRF

nmprepr icon nmprepr

Learning obstacle representations for neural motion planning

noisystudent icon noisystudent

Code for Noisy Student Training. https://arxiv.org/abs/1911.04252

noscope icon noscope

Accelerating network inference over video

npbg icon npbg

Neural Point-Based Graphics

nvdiffrec icon nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

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