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README.md
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# GrainSight: README
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GrainSight is a user-friendly application designed for petrographers and microscopists to perform real-time grain segmentation and analysis on microscopic thin section images. Built on top of the powerful FastSAM segmentation model, GrainSight allows you to extract quantitative data and insights from your images, aiding in various petrographic studies.
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- **Dependencies**: Make sure you have the required versions of Python, PyTorch, Torchvision, and other libraries installed. Refer to the requirements.txt file for details.
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- **GPU Acceleration**: For faster processing, you can use a CUDA-enabled GPU with the appropriate drivers and PyTorch version.
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- **Customization**: The code is modular and can be easily extended or customized to suit your specific needs.
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license: mit
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title: GrainSight
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sdk: streamlit
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emoji: 👀
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colorFrom: red
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colorTo: yellow
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---
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# GrainSight: README
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GrainSight is a user-friendly application designed for petrographers and microscopists to perform real-time grain segmentation and analysis on microscopic thin section images. Built on top of the powerful FastSAM segmentation model, GrainSight allows you to extract quantitative data and insights from your images, aiding in various petrographic studies.
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- **Dependencies**: Make sure you have the required versions of Python, PyTorch, Torchvision, and other libraries installed. Refer to the requirements.txt file for details.
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- **GPU Acceleration**: For faster processing, you can use a CUDA-enabled GPU with the appropriate drivers and PyTorch version.
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- **Customization**: The code is modular and can be easily extended or customized to suit your specific needs.
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