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imgLLM is a Jupyter-based intelligent assistant powered by LLMs and computer vision models, purpose-built for bio-image analysis tasks. Whether you're segmenting cells, classifying tissue samples, or simply exploring image data, imgLLM makes your work smoother, faster, and a lot more fun!

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🧩 Features:

LLM-Powered Chat Assistant:

🧠 Ask questions and generate Python code for bio-image analysis — powered by GPT-style models!

Visual Image Analysis Tools:

🧬 Integrate with OpenCV, scikit-image, and deep learning models (like U-Net, Cellpose) directly from the notebook.

Interactive Jupyter Widgets:

⚙️ Use sliders, dropdowns, and image canvases to interact with models and outputs dynamically.

Biomedical Dataset Support:

📂 Out-of-the-box support for formats like TIFF, NIfTI, DICOM, and .h5.

Code Suggestions and Auto-Fixes:

✍️ Get intelligent fixes for failing cells and code generation for your analysis steps.

Natural Language Querying:

💡 Talk to your data! Ask questions like "Segment all nuclei" or "Show cells larger than 50 microns".


📦 Installation

git clone https://github.com/krishpranav/imgllm.git
cd imgllm
pip install -r requirements.txt

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LLM Assistant for interacting with Images

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