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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)

segment-anything-2 icon segment-anything-2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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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