Python Real-time

Open-source Python projects categorized as Real-time

Top 23 Python Real-time Projects

  • BackgroundMattingV2

    Real-Time High-Resolution Background Matting

    Project mention: Rotoscoping a video by comparing images | /r/AfterEffects | 2023-02-28

    OR this separate application looks promising, if you can work out Google Collab (I couldn't unfortunately):

  • darkflow

    Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

    Project mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30

  • 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.

  • yolo_tracking

    A collection of SOTA real-time, multi-object trackers for object detectors

    Project mention: FLiPN-FLaNK Stack Weekly for 17 April 2023 | | 2023-04-17
  • yolact

    A simple, fully convolutional model for real-time instance segmentation.

    Project mention: YOLOv6: Redefine state-of-the-art for object detection | | 2022-06-29
  • FairMOT

    [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

  • TensorFlowTTS

    :stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

  • ByteTrack

    [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

  • 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.

  • vidgear

    A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:

    Project mention: Need help to choose toolchain for setting up a video streaming server on my PC. | /r/learnpython | 2023-02-23

    I've been googling and reading for a while but I'm very unsure about which tools I need, which tools will help me achieve what I want the easiest way. What about (pylivestream)[] for example? Will this do the job for me? What about a lower level approach including (pyopencv)[]? What about a higher level approach using (vidgear)[], which seems promising but I don't feel confident in assessing if it's the tool I really need?

  • AutobahnPython

    WebSocket and WAMP in Python for Twisted and asyncio

  • lightweight-human-pose-estimation.pytorch

    Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

  • YOLOv3_TensorFlow

    Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

    Project mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30

  • yolact_edge

    The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

  • Streamz

    Real-time stream processing for python

    Project mention: Experiences using Streamz? | /r/dataengineering | 2023-02-27

    Hi everyone, I am looking into building data pipelines in a way that is as pythonic as possible, I found out about this Streamz project and it integrates well with Dask. Does anyone have any experience using this? My main use would be for fairly simple accumulator pipelines.

  • FastMOT

    High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

  • trt_pose

    Real-time pose estimation accelerated with NVIDIA TensorRT

    Project mention: [P] Football Player 3D Pose Estimation using YOLOv7 | /r/MachineLearning | 2022-12-20

    You can try trt_pose rather than YOLO. It's super fast. I am also doing 3D pose estimation, and with trt_pose I get the 2D at more than 100fps.


    Efficient & Generic Video Super-Resolution

  • TouchDesigner_Shared

    TouchDesigner toxes and small projects

    Project mention: Anyone know how I can create optical flow arrows to react to movement on a video? Specifically arrows | /r/TouchDesigner | 2022-09-08

    And I've been using the file here:

  • example-hftish

    Example Order Book Imbalance Algorithm

    Project mention: example-hftish: NEW Extended Research - star count:604.0 | /r/algoprojects | 2023-05-27
  • reactor

    Phoenix LiveView but for Django

    Project mention: Launch HN: Pynecone (YC W23) – Web Apps in Pure Python | | 2023-03-13
  • taichi-nerfs

    Implementations of NeRF variants based on Taichi + PyTorch

    Project mention: Training NeRF Without CUDA | | 2023-03-15
  • plotoptix

    Data visualisation and ray tracing in Python based on OptiX 7.6 framework.

    Project mention: GitHub - rnd-team-dev/plotoptix: Data visualisation and ray tracing in Python based on OptiX 7.5 framework. | /r/Python | 2022-10-30
  • diart

    Lightweight python library for streaming speaker diarization in real-time implemented in pytorch

  • DegiroAPI

    An unofficial API for the trading platform Degiro, with the ability to get real time data and historical data

    Project mention: Broker investimenti programmabile | /r/ItaliaPersonalFinance | 2023-01-10
  • SaaSHub

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

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). The latest post mention was on 2023-05-27.

Python Real-time related posts


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

Project Stars
1 BackgroundMattingV2 6,296
2 darkflow 6,094
3 yolo_tracking 4,791
4 yolact 4,696
5 FairMOT 3,755
6 TensorFlowTTS 3,347
7 ByteTrack 3,345
8 vidgear 2,801
9 AutobahnPython 2,425
10 lightweight-human-pose-estimation.pytorch 1,846
11 YOLOv3_TensorFlow 1,551
12 yolact_edge 1,189
13 Streamz 1,166
14 FastMOT 1,010
15 trt_pose 853
16 EGVSR 822
17 TouchDesigner_Shared 613
18 example-hftish 609
19 reactor 555
20 taichi-nerfs 470
21 plotoptix 392
22 diart 324
23 DegiroAPI 203
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives