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๐Ÿ“š Ultralytics Notebooks

Welcome to Ultralytics Notebooks! This repository provides ready-to-use Google Colab notebooks that streamline the testing and execution of computer vision projects using Ultralytics YOLO models. These resources make it easy to set up environments, run models quickly, and experiment with various features offered by the Ultralytics ecosystem, including training, validation, inference, and export, often integrated with tools like Ultralytics HUB.

Notebook Open in colab / kaggle / sagemaker studio Supporting materials Documentation / arXiv / Repository
Car Parts Segmentation using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset Ultralytics Blog
Read Documentation GitHub
Ultralytics YOLO with SAHI Tiled Inference
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset
Read Documentation GitHub
Medical Pills Detection using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset Ultralytics Blog
Read Documentation
Brain Tumor Detection using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset Ultralytics Blog
Read Documentation
Object Counting using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube
Read Documentation
Google Gemini Model for Object Detection, Image Captioning and OCR with Ultralytics Utilities
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube
Read arXiv paper Read Documentation GitHub
Automatic Number Plate Recognition with Ultralytics YOLO and OpenAI GPT-4o
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Blog
Read Documentation
Microsoft Florence-2 for Object Detection, Image Captioning, OCR and Segmentation with Ultralytics Package
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Blog
Read arXiv paper
Export Validation Results in Pandas Dataframe, CSV, SQL and Other Formats.ipynb
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube
Read Documentation
HomeObjects-3K Dataset for Everyday Object Detection
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset
Read Documentation
Generate Heatmaps using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Blog
Read Documentation
Monitor Your Workouts using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Blog
Read Documentation
Package Segmentation using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset Ultralytics Blog
Read Documentation
Track Objects in a Zone using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube
Read Documentation
Inference using SAM and SAM2 with Ultralytics
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Blog
Read arXiv paper GitHub
Crack Segmentation using Ultralytics YOLO
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Dataset Ultralytics Blog
Read Documentation
Queue Management using Ultralytics Solutions
Open in Colab Open in Kaggle Open in SageMaker Studio Lab
Watch on YouTube Ultralytics Blog
Read Documentation

๐Ÿ’ก Contribute

Ultralytics thrives on community collaboration, and we deeply value your involvement in our open-source projects! We encourage you to explore our Contributing Guide for detailed insights on how you can participate. Please share your feedback with us by contributing to our Survey. A heartfelt thank you ๐Ÿ™ goes out to everyone who has already contributed!

Ultralytics open-source contributors

๐Ÿ“„ License

Ultralytics offers two distinct licensing options to accommodate various use cases:

  • AGPL-3.0 License: This official OSI-approved open-source license is ideal for students, enthusiasts, and researchers who value open collaboration and knowledge sharing. See the LICENSE file for details.
  • Enterprise License: Designed for commercial use, this license permits the seamless integration of Ultralytics software and AI models into commercial products and services, bypassing the open-source requirements of AGPL-3.0. If your scenario involves commercial deployment, please contact us through Ultralytics Licensing.

๐Ÿ“ฎ Contact

For bug reports or feature suggestions related to Ultralytics projects, please submit an issue via GitHub Issues. You are also welcome to join our Discord community for discussions, questions, and collaboration with other users and the Ultralytics team! For general inquiries, visit the Ultralytics website.


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