Top 23 Yolo Open-Source Projects | LibHunt (2024)

• yolov5

  130 47,992 8.9 Python

  YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

  

Project mention:Mastering YOLOv10: A Complete Guide with Hands-On Projects|dev.to|2024-05-30

Docs

• Scout Monitoring

  www.scoutapm.comfeatured

  Free Django app performance insights with Scout Monitoring.Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• mmdetection

  23 28,269 8.1 Python

  OpenMMLab Detection Toolbox and Benchmark

  

• ultralytics

  29 24,831 9.8 Python

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

  

Project mention:How to analyze document layout by YOLO|dev.to|2024-06-13

YOLO is the most advanced vision detection model. It is maintained by Ultralytics, a leading computer vision team. The model is easy to train, evaluate, and deploy. Plus, its size is compact enough to run in a browser or on a smartphone.

• darknet

  62 21,532 6.5 C

  YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)

• label-studio

  50 17,043 9.8 JavaScript

  Label Studio is a multi-type data labeling and annotation tool with standardized output format

  See Also

  YOLOv8 for Object Detection Explained [Practical Example]The Ultimate Guide to YOLO (You Only Look Once)YOLOv9: Advancements in Real-time Object Detection (2024) - viso.aiYOLOv9: Exploring Object Detection with YOLO Model

  

Project mention:Annotation is dead|dev.to|2024-04-26

If instead you have a cohort on hand — -i.e., you do not want to send your data to a third party for any reason, or perhaps you have energetic undergrads — -then you could alternatively consider local, open-source annotation such as CVAT and Label Studio. Finally, nowadays, you might instead work with Large Multimodal Models to have them annotate your data; more on this awkward angle later.

• supervision

  15 15,461 9.9 Python

  We write your reusable computer vision tools. 💜

  

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

You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

• yolov3

  4 10,046 8.4 Python

  YOLOv3 in PyTorch > ONNX > CoreML > TFLite

  

• InfluxDB

  www.influxdata.comfeatured

  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.

  

• YOLOX

  12 9,115 0.0 Python

  YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

  

• yolo_tracking

  8 6,303 9.8 Python

  BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

• openvino

  17 6,186 10.0 C++

  OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

  

Project mention:FLaNK Stack 05 Feb 2024|dev.to|2024-02-05

• YOLOv6

  11 5,585 5.2 Jupyter Notebook

  YOLOv6: a single-stage object detection framework dedicated to industrial applications.

  

• yolov7_d2

  4 3,131 0.0 Python

  🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

• X-AnyLabeling

  1 2,892 9.4 Python

  Effortless data labeling with AI support from Segment Anything and other awesome models.

Project mention:X-AnyLabeling: Effortless Data Labeling with AI, Segment Anything and Others|news.ycombinator.com|2024-03-19

• mmyolo

  1 2,793 2.0 Python

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

  

• yolov3-tf2

  3 2,510 2.4 Jupyter Notebook

  YoloV3 Implemented in Tensorflow 2.0

• darknet_ros

  4 2,122 0.0 C++

  YOLO ROS: Real-Time Object Detection for ROS

  

• ScaledYOLOv4

  10 2,015 0.0 Python

  Scaled-YOLOv4: Scaling Cross Stage Partial Network

• yolov5-face

  2 1,993 4.1 Python

  YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

  

• yolor

  8 1,979 3.6 Python

  implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

• keras-yolo3

  1 1,605 0.0 Python

  Training and Detecting Objects with YOLO3 (by experiencor)

• viseron

  13 1,465 9.3 Python

  Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

• hcaptcha-challenger

  1 1,436 9.7 Python

  🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

• AI-basketball-analysis

  12 923 0.0 Python

  :basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

• SaaSHub

  www.saashub.comfeatured

  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 orsince we started tracking (Dec 2020).

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