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Shiyang Lu's Projects

aot-benchmark icon aot-benchmark

An efficient modular implementation of Associating Objects with Transformers for Video Object Segmentation in PyTorch

blenderproc icon blenderproc

A procedural Blender pipeline for photorealistic training image generation

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

cascadepsp icon cascadepsp

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

detic icon detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

fcgf icon fcgf

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

gpd icon gpd

Detect grasp poses in point clouds

mask3d icon mask3d

Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.

model_matching icon model_matching

Robust 6D Object Pose Estimation with Stochastic Congruent Sets

openscene icon openscene

[CVPR'23] OpenScene: 3D Scene Understanding with Open Vocabularies

ovir-3d icon ovir-3d

This is the official repository for OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D Data. (CoRL'23)

physim-dataset-generator icon physim-dataset-generator

generate physically realistic synthetic dataset of cluttered scenes using 3D CAD models to train CNN based object detectors

picie icon picie

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

stego icon stego

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

symseg icon symseg

SymSeg: Model-Free Object Segmentation in Point Clouds Using the Symmetry Constraint.

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