Python Tracking

Open-source Python projects categorized as Tracking

Top 23 Python Tracking Projects

  • ultralytics

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

  • Project mention: How to analyze document layout by YOLO | dev.to | 2024-06-13

    YOLO is the most advanced vision detection model. It is maintained by Ultralytics, a leading computer vision team. The model is easy to train, evaluate, and deploy. Plus, its size is compact enough to run in a browser or on a smartphone.

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  • supervision

    We write your reusable computer vision tools. đź’ś

  • 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.

  • trape

    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

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

  • pysot

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

  • mmtracking

    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.

  • pytracking

    Visual tracking library based on PyTorch.

  • InfluxDB

    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.

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  • rotki

    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

    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

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

  • GLEE

    [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

    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

    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

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

  • AS-One

    Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

  • Object_Detection_Tracking

    Discontinued 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

    Global Tracking Transformers, CVPR 2022 (by xingyizhou)

  • covariants

    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

    A research-based starter pihole list to improve your privacy

  • pytracking

    Email open and click tracking library (by powergo)

  • Retargeter

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

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

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

  • VolleyVision

    Applying Deep Learning Approaches to Volleyball Data

  • SaaSHub

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

    SaaSHub logo
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).

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Index

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

Project Stars
1 ultralytics 24,831
2 supervision 15,461
3 trape 7,941
4 AlphaPose 7,792
5 pysot 4,386
6 mmtracking 3,415
7 pytracking 3,134
8 rotki 2,674
9 norfair 2,326
10 gangealing 1,008
11 GLEE 940
12 facexlib 774
13 dipy 681
14 VNext 594
15 AS-One 588
16 Object_Detection_Tracking 464
17 GTR 365
18 covariants 316
19 pihole-antitelemetry 306
20 pytracking 260
21 Retargeter 174
22 ECCV22-P3AFormer-Tracking-Objects-as-Pixel-wise-Distributions 157
23 VolleyVision 149

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