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Top 23 Python Yolo Projects
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There are several implementations of the YOLO algorithm available, but for ease-of-use, we will use the Ultralytics implementation in this guide. We will implement and test the code locally and then deploy to Koyeb's GPUs for higher inference speed.
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Next, install the Ultralytics YOLO library:
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YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
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boxmot
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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X-AnyLabeling
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 -
yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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mmyolo
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
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yolov5-face
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
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yolor
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
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viseron
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.
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AI-basketball-analysis
:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
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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.
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Website: https://savant-ai.io/
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datumaro
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
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SaaSHub
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Python Yolo discussion
Python Yolo related posts
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YOLO models trained on DocLayNet, support document analytic intelligency
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Using YOLO for Real-Time Object Detection with Koyeb GPUs
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How to analyze document layout by YOLO
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Supervision – reusable computer vision tools
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The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub
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The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub
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How to use custom model for flutter app?
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A note from our sponsor - SaaSHub
www.saashub.com | 4 Nov 2024
Index
What are some of the best open-source Yolo projects in Python? This list will help you:
Project | Stars | |
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1 | yolov5 | 50,558 |
2 | ultralytics | 31,704 |
3 | mmdetection | 29,518 |
4 | supervision | 23,935 |
5 | yolov3 | 10,201 |
6 | YOLOX | 9,406 |
7 | boxmot | 6,698 |
8 | X-AnyLabeling | 4,014 |
9 | yolov7_d2 | 3,124 |
10 | mmyolo | 2,984 |
11 | yolov5-face | 2,089 |
12 | ScaledYOLOv4 | 2,019 |
13 | yolor | 1,987 |
14 | viseron | 1,712 |
15 | keras-yolo3 | 1,603 |
16 | hcaptcha-challenger | 1,509 |
17 | AI-basketball-analysis | 999 |
18 | tensorflow-yolo-v3 | 894 |
19 | kapao | 750 |
20 | multi-object-tracker | 675 |
21 | machina | 664 |
22 | Savant | 560 |
23 | datumaro | 537 |