Python object-tracking

Open-source Python projects categorized as object-tracking
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object-detection Tensorflow Python Deep Learning Yolo
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Top 16 Python object-tracking Projects

object-tracking

  1. norfair

    Lightweight Python library for adding real-time multi-object tracking to any detector.

  2. Stream

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  3. ailia-models

    The collection of pre-trained, state-of-the-art AI models for ailia SDK

  4. py-motmetrics

    :bar_chart: Benchmark multiple object trackers (MOT) in Python

  5. yolov4-deepsort

    Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

  6. UNINEXT

    [CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

  7. Unicorn

    [ECCV'22 Oral] Towards Grand Unification of Object Tracking (by MasterBin-IIAU)

  8. multi-object-tracker

    Multi-object trackers in Python

  9. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

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  10. Deep-SORT-YOLOv4

    People detection and optional tracking with Tensorflow backend.

  11. zero-shot-object-tracking

    Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

  12. UniTrack

    [NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset). (by Zhongdao)

  13. VolleyVision

    Applying Deep Learning Approaches to Volleyball Data

  14. nanonets_object_tracking

  15. PeekingDuck

    A modular framework built to simplify Computer Vision inference workloads.

  16. CODD

    Cooperative Driving Dataset: a dataset for multi-agent driving scenarios

  17. yolo_series_deepsort_pytorch

    Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).

  18. robotics-level-4

    This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

  19. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python object-tracking discussion

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Python object-tracking related posts

  • Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research

    1 project | /r/computervision | 7 Dec 2023

  • Open-Source Hawkeye for Volleyball

    1 project | /r/volleyball | 11 May 2023

  • [R] Universal Instance Perception as Object Discovery and Retrieval (Video Demo)

    2 projects | /r/MachineLearning | 12 Mar 2023

  • need help with object detection and object tracking using yolov4

    1 project | /r/matlab | 7 Aug 2022

  • Researchers from Bytedance and Dalian University Propose 🦄 ‘Unicorn’: a Unified Computer Vision Approach to Address Four Tracking Tasks Using a Single Model with the Same Model Parameters

    1 project | /r/computervision | 20 Jul 2022

  • [R] Unicorn: 🦄 : Towards Grand Unification of Object Tracking

    2 projects | /r/MachineLearning | 17 Jul 2022

  • Multi Object Tracking from moving camera

    2 projects | /r/computervision | 2 Jun 2022
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 19 Jul 2025
    InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

Index

What are some of the best open-source object-tracking projects in Python? This list will help you:

# Project Stars
1 norfair 2,508
2 ailia-models 2,221
3 py-motmetrics 1,447
4 yolov4-deepsort 1,382
5 UNINEXT 1,274
6 Unicorn 951
7 multi-object-tracker 687
8 Deep-SORT-YOLOv4 498
9 zero-shot-object-tracking 376
10 UniTrack 345
11 VolleyVision 231
12 nanonets_object_tracking 212
13 PeekingDuck 168
14 CODD 139
15 yolo_series_deepsort_pytorch 121
16 robotics-level-4 99

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