Created
March 15, 2021 04:00
-
-
Save Tschucker/68ed3178edb191b88d1b6cc29ea904ec to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "greenhouse-maine", | |
| "metadata": {}, | |
| "source": [ | |
| "# Automatic Sensor Dust Detection and Inpainting" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "nutritional-payday", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "#import libraries\n", | |
| "import cv2\n", | |
| "import numpy as np\n", | |
| "from matplotlib import pyplot as plt\n", | |
| "\n", | |
| "from shapedetector import ShapeDetector\n", | |
| "import imutils" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "ignored-relaxation", | |
| "metadata": {}, | |
| "source": [ | |
| "## Load Image for Inpainting" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "running-possibility", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "#load images\n", | |
| "img_path = 'dust_photos/images/hawaii - 29.jpg'\n", | |
| "#color version\n", | |
| "cimg = cv2.imread(img_path)\n", | |
| "#grey scale image\n", | |
| "img = cv2.imread(img_path,0)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "radical-stadium", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Show and Save Original Color Image\n", | |
| "cv2.imwrite('original_image.png', cimg)\n", | |
| "\n", | |
| "plt_image = cv2.cvtColor(cimg, cv2.COLOR_BGR2RGB)\n", | |
| "plt.imshow(plt_image)\n", | |
| "plt.title('Image'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "eleven-morris", | |
| "metadata": {}, | |
| "source": [ | |
| "## Apply Thresholds to the Image" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "wrapped-termination", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Apply Global Threshold\n", | |
| "m = np.mean(img, dtype=int)\n", | |
| "global_thresh = cv2.threshold(img,int(m/1.2),255,cv2.THRESH_BINARY_INV)[1]\n", | |
| "\n", | |
| "#Show and Save Global Threshold Image\n", | |
| "cv2.imwrite('global_threshold.png', global_thresh) \n", | |
| "\n", | |
| "plt.imshow(global_thresh, 'gray')\n", | |
| "plt.title('Global Threshold'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "illegal-pollution", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Perform Adaptive Threshold\n", | |
| "#adaptive_thresh_img = cv2.adaptiveThreshold(img,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY_INV,27,15)\n", | |
| "adaptive_thresh_img = cv2.adaptiveThreshold(img,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY_INV,19,10)\n", | |
| "#adaptive_thresh_img = cv2.adaptiveThreshold(img,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY_INV,11,5)\n", | |
| "#adaptive_thresh_img = cv2.adaptiveThreshold(img,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY_INV,5,2)\n", | |
| "\n", | |
| "\n", | |
| "#Show and Save Adaptive Threshold Image\n", | |
| "cv2.imwrite('adapt_mean_threshold.png', adaptive_thresh_img) \n", | |
| "\n", | |
| "plt.imshow(adaptive_thresh_img, 'gray')\n", | |
| "plt.title('Adaptive Mean Threshold'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "continuing-advocate", | |
| "metadata": {}, | |
| "source": [ | |
| "## Filter the Thresholded Image with Magnification Filter" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "competent-houston", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "[[10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]\n", | |
| " [10 10 10 10 10 10 10 10 10 10]]\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "#Image Magnification Filter Kernel\n", | |
| "KERNEL = np.ones((10,10), dtype=int)*10\n", | |
| "\n", | |
| "print(KERNEL)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "rational-twist", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Filter the thresholded images*\n", | |
| "img_filt = cv2.filter2D(adaptive_thresh_img,-1,KERNEL)\n", | |
| "#global_thresh = cv2.filter2D(global_thresh,-1,KERNEL)\n", | |
| "\n", | |
| "#Apply multiple times\n", | |
| "for i in range(2):\n", | |
| " KERNEL_i = np.ones((int(10),int(10)), dtype=int)*10\n", | |
| " img_filt = cv2.filter2D(img_filt,-1,KERNEL_i)\n", | |
| "\n", | |
| "#Show and Save Magnification Image\n", | |
| "cv2.imwrite('mag_filt.png', img_filt) \n", | |
| "\n", | |
| "plt.imshow(img_filt, 'gray')\n", | |
| "plt.title('Magnification Filtered'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "loose-special", | |
| "metadata": {}, | |
| "source": [ | |
| "## Combine the Thresholds Together" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "valued-treasury", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Combine Thresholds\n", | |
| "comb = img_filt + global_thresh\n", | |
| "\n", | |
| "#Show and Save Combined Threshold Image\n", | |
| "cv2.imwrite('comb_threshold.png', comb)\n", | |
| "\n", | |
| "plt.imshow(comb, 'gray')\n", | |
| "plt.title('Combined Threshold'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "tutorial-occurrence", | |
| "metadata": {}, | |
| "source": [ | |
| "## Find and Classify the Contours in the Image" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "critical-grade", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "#Find and Classify Contours of Image\n", | |
| "cnts = cv2.findContours(comb.copy(), cv2.RETR_EXTERNAL,cv2.CHAIN_APPROX_SIMPLE)\n", | |
| "cnts = imutils.grab_contours(cnts)\n", | |
| "sd = ShapeDetector()\n", | |
| "\n", | |
| "cimg_copy = cimg.copy()\n", | |
| "\n", | |
| "for c in cnts:\n", | |
| " # compute the center of the contour, then detect the name of the\n", | |
| " # shape using only the contour\n", | |
| " M = cv2.moments(c)\n", | |
| " if M[\"m00\"] != 0:\n", | |
| " cX = int((M[\"m10\"] / M[\"m00\"]) * 1)\n", | |
| " cY = int((M[\"m01\"] / M[\"m00\"]) * 1)\n", | |
| " shape = sd.detect(c)\n", | |
| " # multiply the contour (x, y)-coordinates by the resize ratio,\n", | |
| " # then draw the contours and the name of the shape on the image\n", | |
| " if len(c) < 50:\n", | |
| " c = c.astype(\"float\")\n", | |
| " c *= 1\n", | |
| " c = c.astype(\"int\")\n", | |
| " cv2.drawContours(cimg_copy, [c], -1, (0, 255, 0), 2)\n", | |
| " cv2.putText(cimg_copy, shape, (cX, cY), cv2.FONT_HERSHEY_SIMPLEX,0.5, (255, 255, 255), 2)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "id": "compressed-toyota", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Show and Save Detected Contours\n", | |
| "cv2.imwrite('shape_detect.png', cimg_copy)\n", | |
| "\n", | |
| "plt_cimage = cv2.cvtColor(cimg_copy, cv2.COLOR_BGR2RGB)\n", | |
| "plt.imshow(plt_cimage)\n", | |
| "plt.title('Shape Detect'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "constant-toilet", | |
| "metadata": {}, | |
| "source": [ | |
| "## Create the Inpainting Mask based on the Detected Contours" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "duplicate-package", | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Create Dust Mask\n", | |
| "img_mask = np.zeros((img.shape[0], img.shape[1]), dtype='uint8')\n", | |
| "for c in cnts:\n", | |
| " # compute the center of the contour, then detect the name of the\n", | |
| " # shape using only the contour\n", | |
| " M = cv2.moments(c)\n", | |
| " if M[\"m00\"] != 0:\n", | |
| " cX = int((M[\"m10\"] / M[\"m00\"]) * 1)\n", | |
| " cY = int((M[\"m01\"] / M[\"m00\"]) * 1)\n", | |
| " shape = sd.detect(c)\n", | |
| " # multiply the contour (x, y)-coordinates by the resize ratio,\n", | |
| " # then draw the contours and the name of the shape on the image\n", | |
| " if len(c) < 50:\n", | |
| " c = c.astype(\"float\")\n", | |
| " c *= 1\n", | |
| " c = c.astype(\"int\")\n", | |
| " cv2.fillPoly(img_mask, pts=[c], color=(255,255,255))\n", | |
| "\n", | |
| "#Show and Save Mask Image\n", | |
| "cv2.imwrite('dust_mask.png', img_mask)\n", | |
| "plt.imshow(img_mask, 'gray')\n", | |
| "plt.title('Dust Mask'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "broadband-conducting", | |
| "metadata": {}, | |
| "source": [ | |
| "## Perform Inpainting" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "id": "distributed-patient", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "#Set inpainting options\n", | |
| "radius = 10\n", | |
| "flags = cv2.INPAINT_TELEA #or use cv2.INPAINT_NS" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "id": "centered-springer", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "#Inpaint the image\n", | |
| "cimg_inpaint = cv2.inpaint(cimg, img_mask, radius, flags=flags)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 14, | |
| "id": "selected-mineral", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "#Show and Save Final Image\n", | |
| "cv2.imwrite('auto_dust_inpainting.png', cimg_inpaint)\n", | |
| "\n", | |
| "plt_out = cv2.cvtColor(cimg_inpaint, cv2.COLOR_BGR2RGB)\n", | |
| "plt.imshow(plt_out)\n", | |
| "plt.title('Inpainting Results'), plt.xticks([]), plt.yticks([])\n", | |
| "plt.show()" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "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": "3.8.5" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment