{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import cv2\n", "import dlib\n", "import numpy as np\n", "import imutils\n", "import matplotlib.pyplot as plt\n", "import os" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'/Users/pareshar/Personal/Github/Facial-feature-detector'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "current_dir = os.getcwd()\n", "parent_dir = os.path.dirname(current_dir)\n", "os.chdir(parent_dir)\n", "os.getcwd()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Golden ratio: 1.618\n", "Top nose to middle mouth vs middle mouth to bottom chin ratio: 1.6358600428537737\n", "Middle mouth to bottom mouth vs top mouth to middle mouth ratio: 1.4005941409979252\n", "Ideal ratio: 1\n", "Eyes to between eyes ratio: 0.6521075125548985\n", "Eyes to eyebrows vs eye height ratio: 3.2231388978279223\n", "Left to right eye center vs mouth width: 1.413022361962211\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# static variables\n", "path_to_images = \"data/images_symmetry/\"\n", "image_files = os.listdir(path_to_images)\n", "face_landmarks_model = 'models/face_alignment/shape_predictor_68_face_landmarks.dat'\n", "face_detector_weights = \"models/face_detection/res10_300x300_ssd_iter_140000.caffemodel\"\n", "face_detector_config = \"models/face_detection/deploy.prototxt.txt\"\n", "\n", "def detect_face(image_path):\n", " # Load the dlib face detector and the shape predictor\n", " detector = dlib.get_frontal_face_detector()\n", " predictor = dlib.shape_predictor(face_landmarks_model)\n", "\n", " # Load the image\n", " image = cv2.imread(image_path)\n", " image = imutils.resize(image, width=800)\n", " gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n", "\n", " # Detect face in the image\n", " rects = detector(gray, 1)\n", " if len(rects) == 0:\n", " print(\"No face detected.\")\n", " return\n", "\n", " for rect in rects:\n", " shape = predictor(gray, rect)\n", " shape = np.array([(shape.part(i).x, shape.part(i).y) for i in range(shape.num_parts)])\n", "\n", " # Draw facial landmarks\n", " for (x, y) in shape:\n", " cv2.circle(image, (x, y), 2, (0, 255, 0), -1)\n", "\n", " # Compute ideal proportions\n", " # For simplicity, let's consider distance between eyes and mouth to compute ideal proportions using the golden ratio\n", " golden_ratio = 1.618\n", " left_side_left_eye, right_side_left_eye, left_side_right_eye, right_side_right_eye = shape[36], shape[39], shape[42], shape[45]\n", " left_eye_top, left_eye_bottom, right_eye_top, right_eye_bottom = shape[37], shape[41], shape[44], shape[46]\n", " left_eyebrow_top, right_eyebrow_top = shape[19], shape[24]\n", " left_eye_center = np.mean([shape[37], shape[38], shape[41], shape[40]], axis=0)\n", " right_eye_center = np.mean([shape[43], shape[44], shape[47], shape[46]], axis=0)\n", " top_mouth, middle_mouth, bottom_mouth, left_mouth, right_mouth = shape[51], shape[62], shape[57], shape[48], shape[54]\n", " top_nose, bottom_nose = shape[27], shape[33]\n", " bottom_chin = shape[8]\n", " \n", " print(f\"Golden ratio: {golden_ratio}\")\n", " \n", " top_nose_to_middle_mouth_dist = np.linalg.norm(top_nose - middle_mouth) # euclidean distance\n", " middle_mouth_to_bottom_chin_dist = np.linalg.norm(middle_mouth - bottom_chin)\n", " ratio_top_nose_to_middle_mouth_vs_middle_mouth_to_bottom_chin = top_nose_to_middle_mouth_dist/middle_mouth_to_bottom_chin_dist\n", " print(f\"Top nose to middle mouth vs middle mouth to bottom chin ratio: {ratio_top_nose_to_middle_mouth_vs_middle_mouth_to_bottom_chin}\")\n", " \n", " \n", " top_mouth_to_middle_mouth_dist = np.linalg.norm(top_mouth - middle_mouth)\n", " middle_mouth_to_bottom_mouth_dist = np.linalg.norm(middle_mouth - bottom_mouth)\n", " ratio_middle_mouth_to_bottom_mouth_vs_top_mouth_to_middle_mouth = middle_mouth_to_bottom_mouth_dist/top_mouth_to_middle_mouth_dist\n", " print(f\"Middle mouth to bottom mouth vs top mouth to middle mouth ratio: {ratio_middle_mouth_to_bottom_mouth_vs_top_mouth_to_middle_mouth}\")\n", "\n", " left_eye_dist = np.linalg.norm(left_side_left_eye - right_side_left_eye)\n", " right_eye_dist = np.linalg.norm(left_side_right_eye - right_side_right_eye)\n", " average_eye_dist = (left_eye_dist + right_eye_dist)/2\n", " between_eye_dist = np.linalg.norm(right_side_left_eye - left_side_right_eye)\n", " ratio_eyes_to_between_eye = average_eye_dist/between_eye_dist\n", " print(\"Ideal ratio: 1\")\n", " print(f\"Eyes to between eyes ratio: {ratio_eyes_to_between_eye}\")\n", "\n", "\n", " left_eye_to_eyebrow_dist = np.linalg.norm(left_eyebrow_top - left_eye_top)\n", " right_eye_to_eyebrow_dist = np.linalg.norm(right_eyebrow_top - right_eye_top)\n", " eye_to_eyebrow_dist = (left_eye_to_eyebrow_dist + right_eye_to_eyebrow_dist)/2\n", " left_eye_height = np.linalg.norm(left_eye_top - left_eye_bottom)\n", " right_eye_height = np.linalg.norm(right_eye_top - right_eye_bottom)\n", " eye_height = (left_eye_height + right_eye_height)/2\n", " ratio_eye_to_eyebrow_vs_eye_height = eye_to_eyebrow_dist/eye_height\n", " print(f\"Eyes to eyebrows vs eye height ratio: {ratio_eye_to_eyebrow_vs_eye_height}\")\n", "\n", "\n", " left_to_right_eye_center_dist = np.linalg.norm(left_eye_center - right_eye_center)\n", " mouth_width = np.linalg.norm(left_mouth - right_mouth)\n", " ratio_left_to_right_eye_center_vs_mouth_width = left_to_right_eye_center_dist/mouth_width\n", " print(f\"Left to right eye center vs mouth width: {ratio_left_to_right_eye_center_vs_mouth_width}\")\n", "\n", "\n", " plt.imshow(image)\n", " plt.show()\n", "\n", "detect_face(path_to_images + \"gigi_hadid.webp\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Resources\n", "\n", "- Landmarks: https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.researchgate.net%2Ffigure%2FShape-predictor-68-face-landmarks-A-flowchart-of-the-proposed-system-has-given-below-to_fig1_337569547&psig=AOvVaw0siUjIXR-uQXfK5ChiSWhP&ust=1695897500244000&source=images&cd=vfe&opi=89978449&ved=0CA8QjRxqFwoTCIif3NTMyoEDFQAAAAAdAAAAABAH\n", "\n", "\n", "- https://livrepository.liverpool.ac.uk/3155800/1/201239927_June2022.pdf" ] } ], "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": "3.8.10" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }