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Top 16 Python object-tracking Projects
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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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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zero-shot-object-tracking
Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.
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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)
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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 ).
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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.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python object-tracking discussion
Python object-tracking related posts
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Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research
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Open-Source Hawkeye for Volleyball
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[R] Universal Instance Perception as Object Discovery and Retrieval (Video Demo)
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need help with object detection and object tracking using yolov4
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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
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[R] Unicorn: 🦄 : Towards Grand Unification of Object Tracking
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Multi Object Tracking from moving camera
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A note from our sponsor - InfluxDB
www.influxdata.com | 19 Jul 2025
Index
What are some of the best open-source object-tracking projects in Python? This list will help you:
# | Project | Stars |
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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 |