Ultralytics Notebooks offers ready-to-use resources that streamline the testing and execution of computer vision projects, making it easy to set up and run models quickly.
| Title and Documentation | Google Colab | YouTube Video | Discussion |
|---|---|---|---|
| Detect, Segment, Classify, Pose using Ultralytics YOLO |  |
 |
Learn about Ultralytics tasks, including object detection, segmentation, and more. 🚀 |
| Car parts segmentation using Ultralytics YOLO | |
|
Share your insights on car part segmentation in manufacturing. 🚗 |
| Ultralytics YOLO with SAHI | |
|
Learn how Sliced Inference can enhance accuracy and results. 🍕 |
| Medical pills detection using Ultralytics YOLO | |
|
Discuss the impact of pill detection on the pharmaceutical sector. 💊 |
| Brain tumor detection using Ultralytics YOLO | |
|
Discover brain tumor research in the medical field. 🧠 |
| Object counting using Ultralytics YOLO | |
|
Explore practical applications of object counting in industries. 🔢 |
| Generate heatmaps using Ultralytics YOLO | |
|
Share your thoughts on heatmaps for retail analytics. 🛍️ |
| Monitor your workouts using Ultralytics YOLO | |
|
Contribute ideas on computer vision for fitness tracking. 🏋️ |
Ultralytics thrives on community collaboration; we immensely value your involvement! We urge you to peruse our Contributing Guide for detailed insights on how you can participate. Don't forget to share your feedback with us by contributing to our Survey. A heartfelt thank you 🙏 goes out to everyone who has already contributed!
Ultralytics presents two distinct licensing paths to accommodate a variety of scenarios:
- AGPL-3.0 License: This official OSI-approved open-source license is perfectly aligned with the goals of students, enthusiasts, and researchers who believe in the virtues of open collaboration and shared wisdom. Details are available in the LICENSE document.
- Enterprise License: Tailored for commercial deployment, this license authorizes the unfettered integration of Ultralytics software and AI models within commercial goods and services, without the copyleft stipulations of AGPL-3.0. Should your use case demand an enterprise solution, direct your inquiries to Ultralytics Licensing.
For bugs or feature suggestions pertaining to Ultralytics, please lodge an issue via GitHub Issues. You're also invited to participate in our Discord community to engage in discussions and seek advice!
