Top 23 Python Real-time Projects

• BackgroundMattingV2

  2 6,296 0.0 Python

  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): https://github.com/PeterL1n/BackgroundMattingV2 https://github.com/PeterL1n/RobustVideoMatting

• darkflow

  2 6,094 0.0 Python

  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

  https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow

• InfluxDB

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• yolo_tracking

  4 4,791 9.7 Python

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

  Project mention: FLiPN-FLaNK Stack Weekly for 17 April 2023 | dev.to | 2023-04-17

• yolact

  1 4,696 0.0 Python

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

  Project mention: YOLOv6: Redefine state-of-the-art for object detection | news.ycombinator.com | 2022-06-29

• FairMOT

  0 3,755 0.0 Python

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

• TensorFlowTTS

  0 3,347 0.0 Python

  :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

  0 3,345 4.1 Python

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

• Sonar

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• vidgear

  2 2,801 7.1 Python

  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)[https://pypi.org/project/pylivestream/] for example? Will this do the job for me? What about a lower level approach including (pyopencv)[https://pypi.org/project/opencv-python/]? What about a higher level approach using (vidgear)[https://github.com/abhiTronix/vidgear], which seems promising but I don't feel confident in assessing if it's the tool I really need?

• AutobahnPython

  0 2,425 6.2 Python

  WebSocket and WAMP in Python for Twisted and asyncio

  

• lightweight-human-pose-estimation.pytorch

  0 1,846 0.0 Python

  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

  1 1,551 0.0 Python

  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

  https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow

• yolact_edge

  0 1,189 0.0 Python

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

• Streamz

  1 1,166 2.2 Python

  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. https://github.com/python-streamz/streamz

• FastMOT

  0 1,010 0.0 Python

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

• trt_pose

  1 853 0.0 Python

  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. https://github.com/NVIDIA-AI-IOT/trt_pose

• EGVSR

  0 822 1.1 Python

  Efficient & Generic Video Super-Resolution

• TouchDesigner_Shared

  2 613 0.0 Python

  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: https://github.com/DBraun/TouchDesigner_Shared/tree/master/TOPs

• example-hftish

  21 609 0.0 Python

  Example Order Book Imbalance Algorithm

  

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

• reactor

  1 555 2.8 Python

  Phoenix LiveView but for Django

  Project mention: Launch HN: Pynecone (YC W23) – Web Apps in Pure Python | news.ycombinator.com | 2023-03-13

• taichi-nerfs

  2 470 8.8 Python

  Implementations of NeRF variants based on Taichi + PyTorch

  

  Project mention: Training NeRF Without CUDA | news.ycombinator.com | 2023-03-15

• plotoptix

  2 392 0.0 Python

  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

  0 324 8.5 Python

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

• DegiroAPI

  2 203 0.0 Python

  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

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Python Real-time related posts

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  3 projects | /r/vtubertech | 23 Apr 2023
• DeepFaceLive issue #41: Stop Developing This Technology
  1 project | /r/aiwars | 17 Apr 2023
• FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ?
  6 projects | /r/selfhosted | 30 Mar 2023
• How to make a deep fake character for my youtube series
  1 project | /r/DeepFakesSFW | 22 Mar 2023
• Correlation between advance of an AI and so-called safeguards?
  1 project | /r/replika | 14 Mar 2023
• A note from our sponsor - Sonar
  www.sonarsource.com | 6 Jun 2023

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