An Interactive Semi-Automatic Annotation Tool Based on Segment Anything
Our tool enables interactive use of segment anything for rapid image segmentation with low RAM requirements (optional bf16 mode).
Demo Video: YouTube
Features and Installation
Please refer to our latest Documentation in English or 中文选项.
Understanding the Code
If you are new to coding or image segmentation, think of the code in this project like a set of advanced paintbrushes and canvases that allow you to create beautiful works of art on a digital plate. Each line of code operates like a stroke of paint, bringing your artistic vision to life by calling upon the powerful functionality of Segment Anything. Just as an artist needs different brushes for different techniques, this tool uses various coding techniques to navigate and segment images effectively.
Step-by-Step Guide: How to Use ISAT
- Install the tool by downloading it from GitHub.
- Set up your environment according to the installation guide.
- Launch the application and load the image you want to segment.
- Use the interactive features to select regions you want to segment.
- Save your segmented images for future use.
Troubleshooting
If you encounter issues during the setup or usage of the tool, here are some common troubleshooting ideas:
- Ensure that your system meets the minimum RAM requirements; consider using optional bf16 mode for lower memory usage.
- If the application crashes, check for compatibility with your operating system or libraries.
- Consult the latest documentation for updates or patches.
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Conclusion
At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.