Top 23 Yolo Open-Source Projects

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Project mention: Monocular 3D Object Detection Standard Library | reddit.com/r/computervision | 2023-03-20

    A variety of libraries for 2D object detection exist. Libraries like https://github.com/ultralytics/yolov5 have mature interfaces which make the application of object detection and re-training efficient work.

  • mmdetection

    OpenMMLab Detection Toolbox and Benchmark

    Project mention: How to Convert Model Mask into Polygon and save JSON? | reddit.com/r/deeplearning | 2023-01-18

    MODEL: https://github.com/open-mmlab/mmdetection

  • 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.

  • darknet

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

    Project mention: Anybody building ML models in C++? | reddit.com/r/cpp_questions | 2023-03-21

    YoloV3/4 is C based if that counts: https://github.com/AlexeyAB/darknet

  • label-studio

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

    Project mention: Preprocessing data for CNN tips? | reddit.com/r/deeplearning | 2023-02-10

    I’m fairly new to deep learning and learning as I got so sorry if this is very basic, but I’m working on a model for detecting invasive coconut rhinoceros beetles destroying palm trees using drone photography. The 1080p photos I’m given were taken 250ft AGL and were cropped into equal size smaller images with some having one or more palm trees and some having none. Im using I’m using labelStudio to generate the XML files that point to their jpg counterparts path.

  • yolov3

    YOLOv3 in PyTorch > ONNX > CoreML > TFLite

    Project mention: [Tutorial] "Fine Tuning" Stable Diffusion using only 5 Images Using Textual Inversion. | reddit.com/r/StableDiffusion | 2022-08-23

    Hey. I only have experience using the official repository, and only use Linux. Could you try the solutions here and see if it helps? https://github.com/ultralytics/yolov3/issues/1643


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

    Project mention: Learning Exchange, lets training YoloX | reddit.com/r/deeplearning | 2023-03-01

    So I am trying to do my best and train YOLOX for an object detection case using Google Colab.

  • YOLOv6

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

    Project mention: I want to make a Class monitoring system. is it possible in the conditions I'm in ?? | reddit.com/r/computervision | 2022-12-08

    Some resources to get you started...https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606https://github.com/OlafenwaMoses/ImageAIhttps://towardsdatascience.com/yolo-object-detection-with-opencv-and-python-21e50ac599e9https://github.com/meituan/YOLOv6

  • 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.

  • yolov7_d2

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

    Project mention: YOLOv7: Trainable Bag-of-Freebies | news.ycombinator.com | 2022-07-16

    Especially hilarious considering some other people ALSO jumped on the "we made an object detector so let's call it YOLOvX" wagon and released...

    Something called YOLOv7.


  • yolov3-tf2

    YoloV3 Implemented in Tensorflow 2.0

  • ScaledYOLOv4

    Scaled-YOLOv4: Scaling Cross Stage Partial Network

    Project mention: DeepSort with PyTorch(support yolo series) | reddit.com/r/u_No_Experience9104 | 2022-09-20


  • yolor

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

    Project mention: DeepSort with PyTorch(support yolo series) | reddit.com/r/u_No_Experience9104 | 2022-09-20


  • darknet_ros

    YOLO ROS: Real-Time Object Detection for ROS

    Project mention: Yolo in ROS | reddit.com/r/computervision | 2022-08-25

    You are using „darknet_ros“ package. That information probably belongs in the post. I do not have experience with that package. You should look into your logfile and try debug why it is shutting down. If you have further problems with the package. You should try to open a issue on GitHub. https://github.com/leggedrobotics/darknet_ros

  • keras-yolo3

    Training and Detecting Objects with YOLO3 (by experiencor)

  • yolov5-face

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

    Project mention: What are the fastest face decection liblaries for detect faces in a video? | reddit.com/r/computervision | 2022-07-11

    If they are few faces and close to the camera try Mediapipe. If they are many try https://github.com/deepcam-cn/yolov5-face or train your own.

  • mmyolo

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

    Project mention: MMDeploy: Deploy All the Algorithms of OpenMMLab | reddit.com/r/u_Allent_pjlab | 2022-11-21

    MMYOLO: OpenMMLab YOLO series toolbox and benchmark

  • tensorflow-yolo-v3

    Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

    Project mention: How to use custom model for flutter app? | reddit.com/r/flutterhelp | 2022-10-27

    I used yolov4 and trained model on my classes, then saved weights in file.weights. Now, I want to integrate that model into my flutter app. On firebase, there is an option to use a custom model but that requires uploading .tflite file. My question is how can I convert my trained model weights and upload them as .tflite so could be used in my app. I have tried following this https://github.com/mystic123/tensorflow-yolo-v3 but not success. I would appreciate your help in the conversion of .weights to .tflite or suggest of there is any other way round

  • viseron

    Self-hosted NVR with object detection

    Project mention: PoE Camera Recommendations | reddit.com/r/smarthome | 2022-12-19

    I'm using 4 Dahua turret cameras, also setup exactly like u/o4b describes. Works flawlessly. While I'm also using Frigate, there's another similar piece of software called Viseron that I've just become aware of that looks similar. I can't speak for it at all as I'm very happy with Frigate, but if you're starting from nothing, you may as well consider which may work better for you.

  • AI-basketball-analysis

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

  • kapao

    KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

  • TrainYourOwnYOLO

    Train a state-of-the-art yolov3 object detector from scratch!

  • Deep-SORT-YOLOv4

    People detection and optional tracking with Tensorflow backend.

  • Pine

    :evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO. (by petercunha)

    Project mention: Microsoft are actually the ones to bring Fortnite to Linux | reddit.com/r/linux_gaming | 2022-05-05
  • Alturos.Yolo

    C# Yolo Darknet Wrapper (real-time object detection)

  • 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 2023-03-21.

Yolo related posts


What are some of the best open-source Yolo projects? This list will help you:

Project Stars
1 yolov5 36,542
2 mmdetection 23,364
3 darknet 20,378
4 label-studio 12,336
5 yolov3 9,370
6 YOLOX 7,993
7 YOLOv6 4,771
8 yolov7_d2 3,034
9 yolov3-tf2 2,480
10 ScaledYOLOv4 1,992
11 yolor 1,874
12 darknet_ros 1,781
13 keras-yolo3 1,586
14 yolov5-face 1,539
15 mmyolo 1,410
16 tensorflow-yolo-v3 891
17 viseron 833
18 AI-basketball-analysis 816
19 kapao 699
20 TrainYourOwnYOLO 624
21 Deep-SORT-YOLOv4 468
22 Pine 396
23 Alturos.Yolo 388
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