Python Yolo

Open-source Python projects categorized as Yolo | Edit details

Top 23 Python Yolo Projects

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Project mention: Counting different classes of objects yolov5? | reddit.com/r/deeplearning | 2022-05-24

    👋 Hello! Thanks for asking about handling inference results. YOLOv5 🚀 PyTorch Hub models allow for simple model loading and inference in a pure python environment without using detect.py.

  • label-studio

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

    Project mention: Can you list some open-source modern Django-powered web projects? | reddit.com/r/django | 2022-05-05
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • yolov3

    YOLOv3 in PyTorch > ONNX > CoreML > TFLite

    Project mention: How to train a model for object detection in Golang? | reddit.com/r/golang | 2022-05-16
  • ScaledYOLOv4

    Scaled-YOLOv4: Scaling Cross Stage Partial Network

    Project mention: Real time object detection and recognition | reddit.com/r/learnmachinelearning | 2021-11-08

    Take a look at yolov5 or scaled yolov4. They should both handle real-time training, at low enough resolution anyway; I don't know if there is any model that can do real-time detection on 4K videos. Don't pay attention to the version numbers, I think the scaled yolov4 is sliiiightly better performance.

  • yolor

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

    Project mention: Docker for Absolute Beginners. | reddit.com/r/docker | 2021-11-30

    I am interested in using Docker for Deep learning models use. On Github people recommend Docker environment to use the model. I am sharing the link to the Github repo. My question is how I can use this GitHub repo and create a docker container

  • keras-yolo3

    Training and Detecting Objects with YOLO3 (by experiencor)

    Project mention: What’s Destroying My Yard? Pest Detection with Raspberry Pi | news.ycombinator.com | 2021-10-01

    I've always been facinated by the usage of the Pi. I think of the methods used when you have a pi, versus not having one. It looks like a fun project if you have all the parts, but I don't so I thought of this alternative!

    A method I thought of was just a camera that will utilize yolo3 https://github.com/experiencor/keras-yolo3 or just an always on security camera that you can just skip through the video to see all the activity with less setup, and seeing what animals cause issues. The jetson for faster 'edgey' visual ML models might be an option for those who want a stronger NPU, but using online GPU/NPU tokens and GPUs on computers if you don't need live feedback is very effective.

  • tensorflow-yolo-v3

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

    Project mention: “ValueError: cannot reshape array of size 278540 into shape (256,128,3,3)” Conversion YOLOv3 .weights to .pb | reddit.com/r/computervision | 2021-05-27
  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • yolo-tf2

    yolo(all versions) implementation in keras and tensorflow 2.x

  • AI-basketball-analysis

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

  • kapao

    KAPAO is a state-of-the-art single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

    Project mention: [R] Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation | reddit.com/r/MachineLearning | 2021-11-20
  • Deep-SORT-YOLOv4

    People detection and optional tracking with Tensorflow backend.

    Project mention: Hello everyone, I have a computer vision project which I am really not able to do. The project is like we need to detect a person and say how long was he in a particular area/grid. | reddit.com/r/computervision | 2021-09-22
  • viseron

    Self-hosted NVR with object detection

    Project mention: Frigate without a coral? Worried about my CPU being hammered. | reddit.com/r/unRAID | 2022-05-20
  • 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
  • datumaro

    Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

    Project mention: Does anyone use CVAT for image annotation? | reddit.com/r/computervision | 2022-04-18

    1) CVAT has internal inference for models. If you upload model there in the correct format, then it will be able to generate the detection box itself - https://onepanel.medium.com/train-an-object-detection-model-from-scratch-and-run-inference-on-it-in-10-minutes-16147ef656aa 2) Yes you can upload your prediction. But last time i did it - there were some problems and it took me several hours. It seems to me that you just need to load the markup in one of the formats that it supported by CVAT. If your format is not supported, then you will need to convert. For example like this - https://github.com/openvinotoolkit/datumaro

  • nanonets_object_tracking

  • AYolov2

    Project mention: I like YOLOv5 but the code complexity is... | reddit.com/r/deeplearning | 2022-01-02
  • quickai

    QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

    Project mention: Show HN: QuickAI Version 2 Released | news.ycombinator.com | 2021-08-17
  • classy-sort-yolov5

    Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.

    Project mention: Object tracking in videos? | reddit.com/r/computervision | 2022-02-09
  • human-detection

    yolov3 tensorflow object detection and report human movements in persian

  • Beginner-Traffic-Light-Detection-OpenCV-YOLOv3

    This is a python program using YOLO and OpenCV to detect traffic lights. Works in The Netherlands, possibly other countries

  • YOLO-Coco-Dataset-Custom-Classes-Extractor

    Get specific classes from the Coco Dataset with annotations for the Yolo Object Detection model for building custom object detection models.

  • YOLO-Mosaic

    Perform mosaic image augmentation on data for training a YOLO model

  • yolov1_pytorch_voc07

    A simple implementation of YOLOv1 PyTorch and training on the PASCAL VOC dataset.

    Project mention: [P] A simple PyTorch YOLOv1 training pipeline GitHub Repo | reddit.com/r/MachineLearning | 2022-04-20
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 2022-05-24.

Python Yolo related posts

Index

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

Project Stars
1 yolov5 26,386
2 label-studio 8,760
3 yolov3 8,699
4 ScaledYOLOv4 1,885
5 yolor 1,592
6 keras-yolo3 1,568
7 tensorflow-yolo-v3 888
8 yolo-tf2 747
9 AI-basketball-analysis 732
10 kapao 494
11 Deep-SORT-YOLOv4 438
12 viseron 426
13 Pine 350
14 datumaro 255
15 nanonets_object_tracking 175
16 AYolov2 149
17 quickai 140
18 classy-sort-yolov5 68
19 human-detection 22
20 Beginner-Traffic-Light-Detection-OpenCV-YOLOv3 20
21 YOLO-Coco-Dataset-Custom-Classes-Extractor 10
22 YOLO-Mosaic 3
23 yolov1_pytorch_voc07 0
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