{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "73fad3f3", "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from skimage import filters, io, morphology, segmentation\n", "from skimage.color import rgb2gray\n", "from skimage.measure import label, regionprops\n", "\n", "\n", "def open_image(fname):\n", " return io.imread(fname)\n", "\n", "\n", "def image_segmentation(img):\n", " gray = rgb2gray(img)\n", " mask = gray > filters.threshold_otsu(gray)\n", " borders = segmentation.clear_border(mask).astype(np.int64)\n", " segmentation.mark_boundaries(gray, borders)\n", " label_img = label(borders)\n", " regions = regionprops(label_img)\n", " return mask, borders, regions\n", "\n", "\n", "def find_pellet(regions):\n", " area = 0\n", " for region in regions:\n", " if region.area > area:\n", " area = region.area\n", " pellet = region\n", " return pellet\n", "\n", "\n", "def mask_background(mask, pellet):\n", " threshold = pellet.area * 0.01\n", " return morphology.remove_small_objects(mask, pellet.area - threshold)\n", "\n", "\n", "def show_masked(img, borders, maskr):\n", " fig, (ax0, ax1) = plt.subplots(ncols=2, figsize=(8, 8))\n", "\n", " masked = img.copy()\n", " masked[~maskr] = 255\n", " ax0.imshow(masked)\n", " ax1.imshow(img)\n", " ax1.contour(borders, [0.5], colors=\"r\")\n", "\n", " from glob import glob\n", "\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from PIL import Image\n", "from skimage import io\n", "\n", "\n", "def get_dominant_color(pil_img, palette_size=16):\n", " # Resize image to speed up processing\n", " img = pil_img.copy()\n", " img.thumbnail((100, 100))\n", "\n", " # Reduce colors (uses k-means internally)\n", " paletted = img.convert(\"P\", palette=Image.Palette.ADAPTIVE, colors=palette_size)\n", "\n", " # Find the color that occurs most often\n", " palette = paletted.getpalette()\n", " color_counts = sorted(paletted.getcolors(), reverse=True)\n", " idx = 1 # We want the second one to avoid getting the mask, otherwise use 0.\n", " palette_index = color_counts[idx][\n", " 1\n", " ] # We want the second one to avoid getting the mask\n", " dominant_color = palette[palette_index * 3 : palette_index * 3 + 3]\n", "\n", " return dominant_color" ] }, { "cell_type": "markdown", "id": "dc3b40eb", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The dataset" ] }, { "cell_type": "code", "execution_count": 2, "id": "5d9c7513", "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "fname = Path(\"cl1_p11_moca2_deixa5_a0001.jpg\")\n", "img = open_image(fname)\n", "\n", "\n", "mask, borders, regions = image_segmentation(img)\n", "area = find_pellet(regions)\n", "\n", "maskr = mask_background(mask, area)" ] }, { "cell_type": "code", "execution_count": 3, "id": "79f8a14f", "metadata": { "scrolled": true, "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax0, ax1, ax2) = plt.subplots(ncols=3, figsize=(15, 5))\n", "\n", "ax0.imshow(img)\n", "\n", "# Remove background\n", "img[~maskr] = 255\n", "ax1.imshow(img)\n", "\n", "# Dominant color\n", "pil_img = Image.fromarray(img)\n", "R, G, B = get_dominant_color(pil_img)\n", "\n", "colored = img.copy()\n", "colored[maskr, 0], colored[maskr, 1], colored[maskr, 2] = R, G, B\n", "ax2.imshow(colored);" ] } ], "metadata": { "celltoolbar": "Slideshow", "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": "3.11.4" }, "livereveal": { "auto_select": "none", "footer": " ", "header": "", "start_slideshow_at": "selected" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }