Alternatives

Multi Object Tracker alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Multi Object Tracker

Multi-object trackers in Python

55
Quality
74
Trust
693
Stars
#1

OC SORT

Similarity 143Trust 93Excellent 96

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

1.1K starsApr 21, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add noahcao/OC_SORT
#2

Raster Vision

Similarity 137Trust 95Excellent 100

An open source library and framework for deep learning on satellite and aerial imagery.

2.2K starsJun 4, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add azavea/raster-vision
#3

FastMOT

Similarity 137Trust 85Strong 71

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

1.2K starsJul 25, 2024 pushrobotics-iotPythonComputer Vision
$ npx skills add GeekAlexis/FastMOT
#4

BEVFormer

Similarity 133Trust 87Strong 77

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

4.5K starsAug 15, 2024 pushrobotics-iotPythonComputer Vision
$ npx skills add fundamentalvision/BEVFormer
#5

SiamMask

Similarity 132Trust 87Strong 76

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

3.5K starsFeb 14, 2025 pushrobotics-iotPythonComputer Vision
$ npx skills add foolwood/SiamMask
#6

Colorization

Similarity 132Trust 85Strong 76

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

3.5K starsNov 27, 2023 pushrobotics-iotPythonComputer Vision
$ npx skills add richzhang/colorization
#7

TensorFlow World

Similarity 132Trust 81Strong 77

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

4.5K starsDec 23, 2020 pushrobotics-iotPythonComputer Vision
$ npx skills add astorfi/TensorFlow-World
#8

DINO

Similarity 131Trust 87Strong 75

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

2.8K starsJul 31, 2024 pushrobotics-iotPythonComputer Vision
$ npx skills add IDEA-Research/DINO
#9

PINTO Model Zoo

Similarity 130Trust 95Excellent 100

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

4.4K starsJun 7, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add PINTO0309/PINTO_model_zoo
#10

Interactive Deep Colorization

Similarity 130Trust 82Strong 75

Deep learning software for colorizing black and white images with a few clicks.

2.7K starsJul 29, 2022 pushrobotics-iotPythonComputer Vision
$ npx skills add junyanz/interactive-deep-colorization
#11

Torchgeo

Similarity 130Trust 95Excellent 100

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

4.1K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add torchgeo/torchgeo
#12

FastestDet

Similarity 130Trust 86Strong 81

:zap: A newly designed ultra lightweight anchor free target detection algorithm, weight only 250K parameters, reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler

853 starsMay 12, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add dog-qiuqiu/FastestDet
#13

Luminoth

Similarity 130Trust 82Strong 74

Deep Learning toolkit for Computer Vision.

2.4K starsMar 24, 2023 pushrobotics-iotPythonComputer Vision
$ npx skills add tryolabs/luminoth
#14

Scenic

Similarity 130Trust 93Excellent 100

Scenic: A Jax Library for Computer Vision Research and Beyond

3.8K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add google-research/scenic
#15

Lightly

Similarity 130Trust 93Excellent 100

A python library for self-supervised learning on images.

3.8K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add lightly-ai/lightly
#16

Habitat Lab

Similarity 129Trust 93Excellent 100

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

3.0K starsMay 7, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add facebookresearch/habitat-lab

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Multi Object Tracker if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.