multi-object 开源项目推荐（11 个）

CaptainEven /MCMOT

Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID

tfzhou /MATNet

Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020&TIP2021)

xuqingyu26 /HGTMT

PyTorch implementation of "Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos", IEEE Transactions on MultiMedia.

monniert /dti-sprites

(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

fraunhoferhhi /casapose

CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)

prob1995 /multi_scale_multi_object_template_matching

This is an example to find multiple objects in images that match a template using ORB and SIFT feature detection methods. Handles different scales and rotations.

addtt /multi-object-datasets

Tools to generate and use multi-object datasets

Sela-Omer /traj-loc

TrajLoc (NeurIPS 2026): multi-object motion control for image-to-video diffusion models. Inference, training and data preparation for Wan2.1 and CogVideoX.

youcefgheffari3 /multi_object_3drecon

Multi‑Object 3D Reconstruction: reconstruct dynamic scenes with multiple moving agents from RGB‑D input

harveydevereux /MCMF-Trajectories.jl

Compute trajectories using a minimum-cost maximum-flow approach. Julia frontend, C++/C backend. Using an edited C++ port of C code (https://github.com/eigenpi/CS2-CPP)

homingos /flamai-video-segmentation

An API and Gradio driven AI pipeline to segment and track objects in videos