Top 23 yolov8 Open-Source Projects

• ultralytics

  27 22,973 9.8 Python

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

  

Project mention: The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub | news.ycombinator.com | 2024-02-12

Yep, I noticed this a while ago. It posts easily identifiable ChatGPT responses. It also posts garbage wrong answers which makes it worse than useless. Totally disrespectful to the userbase.

https://github.com/ultralytics/ultralytics/issues/5748#issue...

• tensorrtx

  3 6,584 8.4 C++

  Implementation of popular deep learning networks with TensorRT network definition API

• InfluxDB

  www.influxdata.com featured

  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.

  

• notebooks

  19 4,164 8.3 Jupyter Notebook

  Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

  

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).

We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.

[1] https://github.com/roboflow/inference

[2] https://github.com/roboflow/notebooks

[3] https://inference.roboflow.com/foundation/about/

[4] https://docs.roboflow.com/deploy/hosted-api

• FastDeploy

  5 2,715 7.5 C++

  ⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

  

Project mention: Testing YOLO on Orange Pi 5 | /r/OrangePI | 2023-07-09

• mmyolo

  1 2,708 4.5 Python

  OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

  

• anylabeling

  6 1,852 8.3 Python

  Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!

Project mention: AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything | /r/computervision | 2023-06-28

Check out AnyLabeling v0.3.2 today: https://github.com/vietanhdev/anylabeling/releases/tag/v0.3.2.

• autodistill

  13 1,529 9.2 Python

  Images to inference with no labeling (use foundation models to train supervised models).

  

Project mention: Ask HN: Who is hiring? (February 2024) | news.ycombinator.com | 2024-02-01

Roboflow | Open Source Software Engineer, Web Designer / Developer, and more. | Full-time (Remote, SF, NYC) | https://roboflow.com/careers?ref=whoishiring0224

Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment.

Over 250k engineers (including engineers from 2/3 Fortune 100 companies) build with Roboflow. We now host the largest collection of open source computer vision datasets and pre-trained models[2]. We are pushing forward the CV ecosystem with open source projects like Autodistill[3] and Supervision[4]. And we've built one of the most comprehensive resources for software engineers to learn to use computer vision with our popular blog[5] and YouTube channel[6].

We have several openings available but are primarily looking for strong technical generalists who want to help us democratize computer vision and like to wear many hats and have an outsized impact. Our engineering culture is built on a foundation of autonomy & we don't consider an engineer fully ramped until they can "choose their own loss function". At Roboflow, engineers aren't just responsible for building things but also for helping us figure out what we should build next. We're builders & problem solvers; not just coders. (For this reason we also especially love hiring past and future founders.)

We're currently hiring full-stack engineers for our ML and web platform teams, a web developer to bridge our product and marketing teams, several technical roles on the sales & field engineering teams, and our first applied machine learning researcher to help push forward the state of the art in computer vision.

[1]: https://roboflow.com/?ref=whoishiring0224

[2]: https://roboflow.com/universe?ref=whoishiring0224

[3]: https://github.com/autodistill/autodistill

[4]: https://github.com/roboflow/supervision

[5]: https://blog.roboflow.com/?ref=whoishiring0224

[6]: https://www.youtube.com/@Roboflow

• SaaSHub

  www.saashub.com featured

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• inference

  5 1,031 9.9 Python

  A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models. (by roboflow)

  

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).

We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.

[1] https://github.com/roboflow/inference

[2] https://github.com/roboflow/notebooks

[3] https://inference.roboflow.com/foundation/about/

[4] https://docs.roboflow.com/deploy/hosted-api

• segment-anything-video

  1 907 6.1 Python

  MetaSeg: Packaged version of the Segment Anything repository

Project mention: Sharing an automatic tool I built for video background removal (free and better than runwayml) | /r/StableDiffusion | 2023-05-04

• TensorRT-For-YOLO-Series

  1 793 3.5 C++

  tensorrt for yolo series (YOLOv8, YOLOv7, YOLOv6, YOLOv5), nms plugin support

• AS-One

  6 575 6.6 Python

  Easy & Modular Computer Vision Detectors and Trackers - Run YOLO-NAS,v8,v7,v6,v5,R,X in under 20 lines of code.

• Savant

  54 480 9.3 Python

  Python Computer Vision & Video Analytics Framework With Batteries Included

  

Project mention: 🚀 Savant 0.2.6 is Out: Release Notes | /r/savant_video | 2023-11-09

Website: https://savant-ai.io/

• yolov8-face

  2 386 4.7 Python

  yolov8 face detection with landmark

• ClashRoyaleBuildABot

  1 178 6.1 Python

  A platform for creating bots to play Clash Royale

• CameraChessWeb

  1 166 8.9 TypeScript

  Record a chess game live and upload the PGN to Lichess

Project mention: Record a chess game live and upload the PGN to Lichess | news.ycombinator.com | 2023-12-16

• mltu

  1 144 7.6 Python

  Machine Learning Training Utilities (for TensorFlow and PyTorch)

• yolov8_aimbot

  1 129 9.6 Python

  Aim-bot based on AI for all FPS games

Project mention: Revolutionize Your FPS Experience with AI: Introducing the YOLOv8 Aimbot 🔥 | /r/computervision | 2023-12-08

This isn't just another aimbot; it's a next-level, AI-driven aiming assistant powered by cutting-edge computer vision technology. It uses the YOLOv8 model to pinpoint and track enemies with unerring accuracy. Ready to see it in action? Check this out! 👀 YOLOv8 Aimbot in Action!

• DashcamCleaner

  2 122 4.5 Python

  Censor identifiable information in videos, in particular dashcam recordings in Germany.

Project mention: Über welches Thema könntest du eine 30-minütige Präsentation halten, ohne jede Vorbereitung? | /r/FragReddit | 2023-05-06

• libonvif

  1 120 7.7 C

  Onvif library with GUI implementation and built in YOLOX

• firescrew

  1 118 8.7 Go

  Firescrew - Spotting moving objects on your RTSP network cameras faster than a caffeinated cat!

  

Project mention: Firescrew NVR - CoreML/MQTT/Docker Features added. | /r/selfhosted | 2023-08-20

You can find the latest releases here: https://github.com/8ff/firescrew

• Deepstream

  1 84 7.6 Jupyter Notebook

  yolov5, yolov8, segmenations, face, pose, keypoints on deepstream

Project mention: FLaNK Stack Weekly 29 may 2023 | dev.to | 2023-05-30

• yolov8-seg-onnxruntime-web

  1 24 2.5 JavaScript

  YOLOv8 Segmentation Right in The Browser Using onnxruntime-web

• Yolov8-Segmentation-on-Browser

  1 13 4.6 JavaScript

  Example of YOLOv8 Segmentation on Browser. It is powered by Onnx and served through JavaScript without any frameworks

• SaaSHub

  www.saashub.com featured

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

  

yolov8 related posts

• The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub

  2 projects | news.ycombinator.com | 12 Feb 2024

• The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub

  1 project | news.ycombinator.com | 12 Feb 2024

• My kid sounds like ChatGPT, and soon yours might, too

  1 project | news.ycombinator.com | 29 Dec 2023

• Breaking the Myth: Object Detection Isn't Hard as Thought

  1 project | dev.to | 3 Dec 2023

• How to load the optimizer state_dicts in yolov8?

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• Autodistill: A new way to create CV models

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• Show HN: Pip install inference, open source computer vision deployment

  4 projects | news.ycombinator.com | 23 Aug 2023
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