Python Real-time

Open-source Python projects categorized as Real-time

Top 23 Python Real-time Projects

  • BackgroundMattingV2

    Real-Time High-Resolution Background Matting

  • darkflow

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

  • 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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  • yolact

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

  • ByteTrack

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

  • 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)

  • Project mention: Ask HN: On-Device Text to Speech | | 2023-08-31

    Hey HN, has anyone found a viable solution for doing this locally and offline on iOS? I'd like to offer a privacy-friendly text to speech feature to my App, and Apple's speech synthesis sounds awful compared to some newer models and TTS engines. The only thing I've found is an older TensorflowTTS example here:

    Any pointers or tips appreciated.

  • vidgear

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

  • Project mention: Why HTTP/3 is eating the world | | 2023-10-05

    My experience that played out over the last few weeks lead me to a similar belief, somewhat. For rather uninteresting reasons I decided I wanted to create mp4 videos of an animation programmatically, from scratch.

    The first solution suggested when googling around is to just create all the frames, save them to disk, and then let ffmpeg do its thing from there. I would have just gone with that for a one-off task, but it seems like a pretty bad solution if the video is long, or high res, or both. Plus, what I really wanted was to build something more "scalable/flexible".

    Maybe I didn't know the right keywords to search for, but there really didn't seem to be many options for creating frames, piping them straight to an encoder, and writing just the final video file to disk. The only one I found that seemed like it could maybe do it the way I had in mind was VidGear[1] (Python). I had figured that with the popularity of streaming, and video in general on the web, there would be so much more tooling for these sorts of things.

    I ended up digging way deeper into this than I had intended, and built myself something on top of Membrane[2] (Elixir)


  • SaaSHub

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  • llm-app

    LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,āš”in sync with your data sources.

  • Project mention: How to use LLMs for real-time alerting | | 2023-11-20

    Answering queries and defining alerts: Our application running on Pathway LLM-App exposes the HTTP REST API endpoint to send queries and receive real-time responses. It is used by the Streamlit UI app. Queries are answered by looking up relevant documents in the index, as in the Retrieval-augmented generation (RAG) implementation. Next, queries are categorized for intent: an LLM probes them for natural language commands synonymous with notify or send an alert.

  • 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.

  • 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

  • FastMOT

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

  • trt_pose

    Real-time pose estimation accelerated with NVIDIA TensorRT


    Efficient & Generic Video Super-Resolution

  • Project mention: AI tool for video resolution upscale? | /r/artificial | 2023-06-17
  • diart

    A python package to build AI-powered real-time audio applications

  • example-hftish

    Example Order Book Imbalance Algorithm

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

    TouchDesigner toxes and small projects

  • comfyui-mixlab-nodes

    Workflow-to-APP态ScreenShare&FloatingVideo态GPT & 3D态SpeechRecognition&TTS

  • Project mention: CUTE YOUļ¼Create your cartoon likeness using 1 photo (ComfyUI WorkFLow) | /r/StableDiffusion | 2023-12-11

    comfyui-mixlab-nodes [WIP] what is the solution for this?

  • taichi-nerfs

    Implementations of NeRF variants based on Taichi + PyTorch

  • reactor

    Phoenix LiveView but for Django

  • Project mention: Reactor, a LiveView Library for Django | | 2023-11-29
  • plotoptix

    Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

  • Project mention: Data visualisation and ray tracing in Python based on OptiX framework | | 2023-07-05
  • SaaSHub

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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).

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 6,685
2 darkflow 6,128
3 yolact 4,938
4 ByteTrack 4,312
5 FairMOT 3,937
6 TensorFlowTTS 3,719
7 vidgear 3,218
8 llm-app 2,526
9 AutobahnPython 2,465
10 lightweight-human-pose-estimation.pytorch 2,033
11 YOLOv3_TensorFlow 1,547
12 yolact_edge 1,245
13 Streamz 1,217
14 FastMOT 1,095
15 trt_pose 948
16 EGVSR 881
17 diart 829
18 example-hftish 722
19 TouchDesigner_Shared 721
20 comfyui-mixlab-nodes 789
21 taichi-nerfs 704
22 reactor 613
23 plotoptix 477

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SaaSHub helps you find the best software and product alternatives