Top 23 Python Tracking Projects

• ultralytics

  27 23,223 9.8 Python

  NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

  

Project mention: The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub | news.ycombinator.com | 2024-02-12

Yep, I noticed this a while ago. It posts easily identifiable ChatGPT responses. It also posts garbage wrong answers which makes it worse than useless. Totally disrespectful to the userbase.

https://github.com/ultralytics/ultralytics/issues/5748#issue...

• supervision

  15 14,112 9.9 Python

  We write your reusable computer vision tools. 💜

  

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• trape

  12 7,919 0.0 Python

  People tracker on the Internet: OSINT analysis and research tool by Jose Pino

Project mention: TRACK PEOPLE ON THE INTERNET: Learn to track your opps world, to avoid being traced | /r/make_money_online_vip | 2023-06-16

Github Link

• AlphaPose

  4 7,732 0.0 Python

  Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

  

• pysot

  1 4,380 1.0 Python

  SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

  

• mmtracking

  7 3,384 1.5 Python

  OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

  

Project mention: Tracking sets of Keypoints by Person | /r/computervision | 2023-05-16

I suggest to try the top down approach with the https://openmmlab.com/ open source package. The openmmlab provides multiple algorithms, datasets and pretrained models for various computer vision tasks. Start with mmpose video demo that integrates detection and pose estimation. You can add later tracking with https://github.com/open-mmlab/mmtracking to track the poses in time.

• pytracking

  5 3,097 5.1 Python

  Visual tracking library based on PyTorch.

  

• SaaSHub

  www.saashub.com featured

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• rotki

  119 2,632 9.9 Python

  A portfolio tracking, analytics, accounting and management application that protects your privacy

  

Project mention: Does anyone know of a "zapper" like portfolio tracker that automatically calculates Profit/Loss? | /r/defi | 2023-12-11

That already exists: https://rotki.com/

• norfair

  4 2,297 7.0 Python

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

  

Project mention: Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research | /r/computervision | 2023-12-07

If you're familiar with Python you can try using Norfair. It's a lightweight Python library for adding real-time multi-object tracking to any detector. There are lots of examples for you to try, they mostly differ on the object detector.

• gangealing

  3 1,008 0.0 Python

  Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

• GLEE

  1 910 6.1 Python

  [CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale (by FoundationVision)

  

Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01

• facexlib

  3 746 1.9 Python

  FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

Project mention: stable diffusion downloads something from github when making a image | /r/StableDiffusion | 2023-07-22

"https://github.com/xinntao/facexlib/releases/download/v0.1.0/detection_Resnet50_Final.pth"

• dipy

  3 673 9.9 Python

  DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

  

• VNext

  3 593 5.1 Python

  Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

• AS-One

  6 577 6.6 Python

  Easy & Modular Computer Vision Detectors and Trackers - Run YOLO-NAS,v8,v7,v6,v5,R,X in under 20 lines of code.

• Object_Detection_Tracking

  1 447 10.0 Python

  Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

• GTR

  1 365 0.0 Python

  Global Tracking Transformers, CVPR 2022 (by xingyizhou)

• covariants

  51 315 8.9 Python

  Real-time updates and information about key SARS-CoV-2 variants, plus the scripts that generate this information.

  

Project mention: At what point do you think things will change? | /r/ZeroCovidCommunity | 2023-12-08

"Publicly available data on the number of analyzed sequences over two-week windows for each country were extracted from covariants.org and Global Initiative on Sharing All Influenza Data (GISAID) initiative databases [3, 4]."

• pihole-antitelemetry

  7 307 3.5 Python

  A research-based starter pihole list to improve your privacy

• pytracking

  1 250 0.0 Python

  Email open and click tracking library (by powergo)

  

• Retargeter

  5 173 3.0 Python

  blender add-on for importing augmented reality motion tracking data recorded with the mobile application blendartrack

• ECCV22-P3AFormer-Tracking-Objects-as-Pixel-wise-Distributions

  1 157 0.0 Python

  The official code for our ECCV22 oral paper: tracking objects as pixel-wise distributions.

  

• VolleyVision

  2 142 8.7 Python

  Applying Deep Learning Approaches to Volleyball Data

Project mention: Open-Source Hawkeye for Volleyball | /r/volleyball | 2023-05-11

Yo can find the code and datasets on GitHub - VolleyVision.

• SaaSHub

  www.saashub.com featured

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

  

Python Tracking related posts

• At what point do you think things will change?

  1 project | /r/ZeroCovidCommunity | 8 Dec 2023

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

  1 project | /r/computervision | 7 Dec 2023

• TRACK PEOPLE ON THE INTERNET: Learn to track your opps world, to avoid being traced

  1 project | /r/make_money_online_vip | 16 Jun 2023

• Need help with RegEx List

  3 projects | /r/pihole | 12 Jun 2023

• Tracking sets of Keypoints by Person

  1 project | /r/computervision | 16 May 2023

• Addon Issues

  1 project | /r/blenderhelp | 10 Feb 2023

• Expensive Laptop with SIM card slot. Theft protection?

  1 project | /r/sysadmin | 21 Jan 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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