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Top 23 Python Tracking Projects
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
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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.
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.
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rotki
A portfolio tracking, analytics, accounting and tax reporting application that protects your privacy
Project mention: How can I calculate how much crypto I've received on my crypto address? | /r/CryptoCurrency | 2023-06-04 -
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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gangealing
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
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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.
I thought I would get the colorful photos and use this python library (dipy)[https://dipy.org/] to transfer the picture to a matrix. So I now I'm kind confused how I'd get the "numbers"/color in the legend next to the matrix photo I linked. Cause it sounds like the colors have no significance to how many neurons are in that portion rather it sounds like the colors or a way to differentiate on section of the brain from another when just looking at the photos.
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VNext
Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))
Project mention: Current State Of The Art In Instance Segmentation? | /r/computervision | 2022-10-01Check out VNext, which is IDOL+seqformer, IDOL won the CVPR'22 video instance segmentation benchmark: https://github.com/wjf5203/VNext
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facexlib
FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.
# Install facexlib - https://github.com/xinntao/facexlib
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Object_Detection_Tracking
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
Project mention: ✨ Best Computer Vision Projects with Source Code 🚀 | /r/learnmachinelearning | 2022-09-26🔗 https://github.com/JunweiLiang/Object_Detection_Tracking
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covariants
Real-time updates and information about key SARS-CoV-2 variants, plus the scripts that generate this information.
Project mention: China's Covid cases hit record as dissent grows over tough restrictions | /r/Coronavirus | 2022-11-24This process has produced thousands of variants already, and a considerable number that have bypassed immunity to previous variants. https://covariants.org/
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ECCV22-P3AFormer-Tracking-Objects-as-Pixel-wise-Distributions
The official code for our ECCV22 oral paper: tracking objects as pixel-wise distributions.
Project mention: [D] Approaches to new code: create a map of the code structure, does it make sense? | /r/MachineLearning | 2022-08-18An example can be found here: https://github.com/dvlab-research/ECCV22-P3AFormer-Tracking-Objects-as-Pixel-wise-Distributions/raw/main/figs/model_mind_flow.png
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Retargeter
blender add-on for importing augmented reality motion tracking data recorded with the mobile application blendartrack
https://gitlab.com/slumber/smartphoneremoteandroid#installation https://github.com/cgtinker/blendartrack
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Yo can find the code and datasets on GitHub - VolleyVision.
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PTT
Official PyTorch Implementation for "PTT: Point-Track-Transformer Module for 3D Single Object Trackingin Point Clouds"
Project mention: Latest Computer Vision Research From China Proposes a Point-Track-Transformer (PTT) Module for Point Cloud-Based 3D Single Object Tracking Task | /r/computervision | 2022-09-13Continue reading| Check out the paper and github link
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Project mention: Need help with ID persistence issue in football player tracking project | /r/computervision | 2023-02-16
Detected players passed to the deepsort_realtime package for tracking and ID assignment (Source)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 Jun 2023
Index
What are some of the best open-source Tracking projects in Python? This list will help you:
Project | Stars | |
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1 | trape | 7,529 |
2 | AlphaPose | 7,086 |
3 | pysot | 4,192 |
4 | mmtracking | 2,962 |
5 | pytracking | 2,787 |
6 | rotki | 2,179 |
7 | norfair | 1,845 |
8 | gangealing | 982 |
9 | dipy | 598 |
10 | VNext | 541 |
11 | facexlib | 469 |
12 | Object_Detection_Tracking | 389 |
13 | GTR | 332 |
14 | covariants | 304 |
15 | pihole-antitelemetry | 301 |
16 | pytracking | 223 |
17 | ECCV22-P3AFormer-Tracking-Objects-as-Pixel-wise-Distributions | 145 |
18 | Retargeter | 135 |
19 | pombo | 113 |
20 | VolleyVision | 81 |
21 | PTT | 78 |
22 | deep_sort_realtime | 74 |
23 | accomplist | 72 |