{ "cells": [ { "cell_type": "markdown", "id": "b97b3b00-8ff4-4e1b-b7c7-709f87aabc37", "metadata": {}, "source": [ "## Generating code using bia-bob\n", "[BIA Bob](https://github.com/haesleinhuepf/bia-bob) is a Jupyter-magic based assistant for interacting with data via code generation. We can initialize it to use the ScaDS.AI LLM server like this:" ] }, { "cell_type": "code", "execution_count": 1, "id": "f4ae3a80-b6ea-4409-95b7-caecd4e4211c", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "\n", "
\n", " This notebook may contain text, code and images generated by artificial intelligence.\n", " Used model: meta-llama/Llama-3.3-70B-Instruct, vision model: None, endpoint: https://llm.scads.ai/v1, bia-bob version: 0.25.3.. Do not enter sensitive or private information and verify generated contents according to good scientific practice. Read more: https://github.com/haesleinhuepf/bia-bob#disclaimer\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import os\n", "from bia_bob import bob\n", "bob.initialize(endpoint=\"https://llm.scads.ai/v1\",\n", " api_key=os.environ.get('SCADSAI_API_KEY'), \n", " model=\"meta-llama/Llama-3.3-70B-Instruct\")" ] }, { "cell_type": "markdown", "id": "d9c9624e-9bdf-4064-8ede-6d49b28db00f", "metadata": {}, "source": [ "You can use the `%bob` single-line or the `%%bob` multi-line magic to ask for programming image analysis tasks and `bob` will do it for you." ] }, { "cell_type": "code", "execution_count": 2, "id": "072b6877-d259-414a-9b1a-920135db65f5", "metadata": {}, "outputs": [], "source": [ "%bob Load the blobs.tif image file and show it." ] }, { "cell_type": "code", "execution_count": 5, "id": "de85ccea-3a65-4a1b-a464-53161e248e8f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "
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" ], "text/plain": [ "StackViewNDArray([[ 40, 32, 24, ..., 216, 200, 200],\n", " [ 56, 40, 24, ..., 232, 216, 216],\n", " [ 64, 48, 24, ..., 240, 232, 232],\n", " ...,\n", " [ 72, 80, 80, ..., 48, 48, 48],\n", " [ 80, 80, 80, ..., 48, 48, 48],\n", " [ 96, 88, 80, ..., 48, 48, 48]], dtype=uint8)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import skimage.io\n", "import stackview\n", "\n", "image = skimage.io.imread(\"blobs.tif\")\n", "stackview.insight(image)" ] }, { "cell_type": "code", "execution_count": 9, "id": "64bc8a43-44ba-455c-8530-6a53eb3544bc", "metadata": {}, "outputs": [], "source": [ "%%bob\n", "Load the blobs.tif grayscale image from disc.\n", "Segment the nuclei-like objects in it using \n", "Otsu's method and connected component labeling.\n", "Visualize the result next to the original and \n", "also visualize an overlay of both images" ] }, { "cell_type": "code", "execution_count": 10, "id": "5648aa20-4c15-4e1b-8259-534f6b986d08", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from skimage.io import imread\n", "from skimage.filters import threshold_otsu\n", "from skimage.measure import label\n", "\n", "# Load the image\n", "new_image = imread(\"blobs.tif\")\n", "\n", "# Apply Otsu's thresholding\n", "new_threshold = threshold_otsu(new_image)\n", "new_binary_image = new_image > new_threshold\n", "\n", "# Apply connected component labeling\n", "new_labels = label(new_binary_image)\n", "\n", "# Create a figure with three subplots\n", "fig, axs = plt.subplots(1, 3, figsize=(15, 5))\n", "\n", "# Visualize the original image\n", "axs[0].imshow(new_image, cmap='gray')\n", "axs[0].set_title('Original Image')\n", "\n", "# Visualize the segmented image\n", "axs[1].imshow(new_labels, cmap='gray')\n", "axs[1].set_title('Segmented Image')\n", "\n", "# Visualize an overlay of both images\n", "axs[2].imshow(new_image, cmap='gray')\n", "axs[2].imshow(new_labels, cmap='viridis', alpha=0.5)\n", "axs[2].set_title('Overlay')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d67c87da-a32b-464b-b610-378580993692", "metadata": {}, "source": [ "## Exercise\n", "Ask bob to solve a task in another scientific domain." ] }, { "cell_type": "code", "execution_count": 13, "id": "0082c8e6-c2cb-48fa-83e7-33df2db605f0", "metadata": {}, "outputs": [], "source": [ "%bob draw a plot of a ReLU Activation function. Keep it short." ] }, { "cell_type": "code", "execution_count": 14, "id": "241aa9d8-ef06-4e10-850b-9c0a2709b2e8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "x_values = np.linspace(-5, 5, 100)\n", "y_values = np.maximum(x_values, 0)\n", "plt.plot(x_values, y_values)\n", "plt.title('ReLU Activation Function')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "fc0a72c6-f0a2-4702-8781-63aee4477159", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 5 }