{ "cells": [ { "cell_type": "markdown", "id": "909d3c02", "metadata": {}, "source": [ "![Logo 1](img/aitech-logotyp-1.jpg)\n", "
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Widzenie komputerowe

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08. Rozpoznawanie twarzy [laboratoria]

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Andrzej Wójtowicz (2021)

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\n", "\n", "![Logo 2](img/aitech-logotyp-2.jpg)" ] }, { "cell_type": "markdown", "id": "7a9fde6b", "metadata": {}, "source": [ "W poniższych materiałach zaprezentujemy klasyczne metody rozpoznawania twarzy. Opisywane zagadnienia można odnaleźć w *5.2.3 Principal component analysis* R. Szeliski (2022) *Computer Vision: Algorithms and Applications* oraz [dokumentacji](https://docs.opencv.org/4.5.3/da/d60/tutorial_face_main.html).\n", "\n", "Na początku załadujmy niezbędne biblioteki." ] }, { "cell_type": "code", "execution_count": 1, "id": "1d86977a", "metadata": {}, "outputs": [], "source": [ "import cv2 as cv\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "import sklearn.metrics\n", "import ipywidgets\n", "import os\n", "import random" ] }, { "cell_type": "markdown", "id": "c5a62135", "metadata": {}, "source": [ "Rozpakujmy zbiór danych, na którym będziemy pracować:" ] }, { "cell_type": "code", "execution_count": 4, "id": "0e0f1723", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "'unzip' is not recognized as an internal or external command,\n", "operable program or batch file.\n" ] } ], "source": [ "!cd datasets && unzip -qo yaleextb.zip" ] }, { "cell_type": "markdown", "id": "e6a0efb1", "metadata": {}, "source": [ "Nasz zbiór zawiera po kilkadziesiąt zdjęć kilkudziesięciu osób, które zostały sfotografowane w różnych warunkach oświetlenia. Wczytane zdjęcia podzielimy na zbiór treningowy i testowy w stosunku 3/1 oraz wyświetlimy kilka przykładowych zdjęć:" ] }, { "cell_type": "code", "execution_count": 8, "id": "7b775bbf", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dataset_dir = \"datasets/att_faces\"\n", "\n", "img_data = []\n", "img_labels = []\n", "\n", "images = os.listdir(dataset_dir)\n", "\n", "n_examples = 15\n", "\n", "for i in range(1, 41):\n", " i_str = str(i).zfill(2)\n", " images_p = [img for img in images if img.startswith(f\"s{i_str}\")]\n", " \n", " for img in images_p[:n_examples]:\n", " img_data.append(cv.imread(f\"{dataset_dir}/{img}\", cv.IMREAD_GRAYSCALE))\n", " img_labels.append(i)\n", "\n", "random.seed(1337)\n", "selector = random.choices([False, True], k=len(images), weights=[3, 1])\n", "train_data = [x for x, y in zip(img_data, selector) if not y]\n", "train_labels = [x for x, y in zip(img_labels, selector) if not y]\n", "test_data = [x for x, y in zip(img_data, selector) if y]\n", "test_labels = [x for x, y in zip(img_labels, selector) if y]\n", "\n", "plt.figure(figsize=(12,5))\n", "for i in range(4):\n", " plt.subplot(251 + i)\n", " plt.imshow(train_data[i], cmap='gray');\n", "for i in range(4):\n", " plt.subplot(256 + i)\n", " plt.imshow(train_data[-i-20], cmap='gray');" ] }, { "cell_type": "markdown", "id": "6e315630", "metadata": {}, "source": [ "Pierwszym modelem jest *Eigenfaces* zaimplementowany w [`EigenFaceRecognizer`](https://docs.opencv.org/4.5.3/dd/d7c/classcv_1_1face_1_1EigenFaceRecognizer.html). Główny pomysł polega na użyciu PCA do redukcji wymiarów. W naszym przykładzie zachowamy 60 wektorów własnych." ] }, { "cell_type": "code", "execution_count": 9, "id": "0473c8ae", "metadata": {}, "outputs": [], "source": [ "model = cv.face.EigenFaceRecognizer_create(60)\n", "model.train(np.array(train_data), np.array(train_labels))" ] }, { "cell_type": "markdown", "id": "7a753f2d", "metadata": {}, "source": [ "Zachowane wektory własne możemy zwizualizować:" ] }, { "cell_type": "code", "execution_count": 10, "id": "f797fe86", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_shape = train_data[0].shape\n", "plt.figure(figsize=(12,5))\n", "for i in range(5):\n", " e_v = model.getEigenVectors()[:,i]\n", " e_v = np.reshape(e_v, img_shape)\n", "\n", " plt.subplot(151+i)\n", " plt.imshow(e_v, cmap='gray');" ] }, { "cell_type": "markdown", "id": "19545151", "metadata": {}, "source": [ "Możemy zobaczyć jakie potencjalne twarze znajdują się w naszej przestrzeni. Do *uśrednionej* twarzy dodajemy kolejne wektory własne z odpowiednimi wagami. Poniżej mamy przykład wykorzystujący 6 wektorów:" ] }, { "cell_type": "code", "execution_count": 11, "id": "5265f337", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a2b7f20bef1c44d8a9445716d00940d9", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(IntSlider(value=0, description='w_0', max=128, min=-128), IntSlider(value=0, description…" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mean = model.getMean()\n", "W = model.getEigenVectors()\n", "\n", "def generate_face(**args):\n", " img = mean.copy()\n", " for i, k in enumerate(args.keys()):\n", " img = np.add(img, W[:,i]*(10*args[k]))\n", " \n", " img = np.reshape(img, img_shape)\n", " plt.figure(figsize=(5,5))\n", " plt.imshow(img, cmap='gray')\n", " plt.show()\n", " \n", "ipywidgets.interactive(generate_face, \n", " w_0=ipywidgets.IntSlider(min=-128, max=128),\n", " w_1=ipywidgets.IntSlider(min=-128, max=128),\n", " w_2=ipywidgets.IntSlider(min=-128, max=128),\n", " w_3=ipywidgets.IntSlider(min=-128, max=128),\n", " w_4=ipywidgets.IntSlider(min=-128, max=128),\n", " w_5=ipywidgets.IntSlider(min=-128, max=128))" ] }, { "cell_type": "markdown", "id": "fd4bdce6", "metadata": {}, "source": [ "Możemy teraz spróbować zrobić rekonstrukcję np. pierwszej twarzy ze zbioru treningowego. Pobieramy dla niej projekcje (wagi) z naszego modelu i podobnie jak wyżej wykorzystujemy uśrednioną twarz i wektory własne. Możemy zobaczyć, że użycie większej liczby wektorów powoduje zwiększenie precyzji rekonstrukcji:" ] }, { "cell_type": "code", "execution_count": 12, "id": "2619c6f9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pro = model.getProjections()[0]\n", "\n", "def reconstruct_face(k):\n", " img = mean.copy()\n", "\n", " for i in range(k):\n", " img = np.add(img, W[:,i]*pro[0,i])\n", " \n", " return img\n", "\n", "plt.figure(figsize=(12,6))\n", "for i in range(6):\n", " k = (i+1)*10\n", " r_face = np.reshape(reconstruct_face(k), img_shape)\n", " j = 0 if i <= 4 else 10\n", " plt.subplot(151+i+100)\n", " plt.imshow(r_face, cmap='gray')\n", " plt.title(f\"k = {k}\")\n", " \n", "plt.subplot(257)\n", "plt.imshow(train_data[0], cmap='gray');\n", "plt.title(\"original\");" ] }, { "cell_type": "markdown", "id": "ae87277a", "metadata": {}, "source": [ "Spróbujmy teraz odnaleźć osobny znajdujące się na dwóch przykładowych obrazach ze zbioru testowego. Dla nieznanej twarzy obliczamy projekcje i szukamy metodą najbliższego sąsiada projekcji ze zbioru treningowego. Poniżej mamy przykład z poprawnym rozpoznaniem osoby oraz z niepoprawnym rozpoznaniem:" ] }, { "cell_type": "code", "execution_count": 13, "id": "828f3134", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def find_face(query_id):\n", " query_face = test_data[query_id]\n", " query_label = test_labels[query_id]\n", "\n", " x = np.reshape(query_face, mean.shape)\n", " x_coeff = np.dot(x - mean, W)\n", "\n", " best_face = None\n", " best_label = None\n", " best_dist = float('inf')\n", "\n", " for i, p in enumerate(model.getProjections()):\n", " dist = np.linalg.norm(np.reshape(p, 60) - np.reshape(x_coeff, 60))\n", "\n", " if dist < best_dist:\n", " best_face = train_data[i]\n", " best_label = train_labels[i]\n", " best_dist = dist\n", " \n", " return query_face, query_label, best_face, best_label\n", "\n", "qf_1, ql_1, bf_1, bl_1 = find_face(45)\n", "qf_2, ql_2, bf_2, bl_2 = find_face(10)\n", "\n", "plt.figure(figsize=(8,11))\n", "plt.subplot(221)\n", "plt.imshow(qf_1, cmap='gray')\n", "plt.title(f\"Face 1: query label = {ql_1}\")\n", "plt.subplot(222)\n", "plt.imshow(bf_1, cmap='gray');\n", "plt.title(f\"Face 1: best label = {bl_1}\")\n", "plt.subplot(223)\n", "plt.imshow(qf_2, cmap='gray')\n", "plt.title(f\"Face 2: query label = {ql_2}\")\n", "plt.subplot(224)\n", "plt.imshow(bf_2, cmap='gray');\n", "plt.title(f\"Face 2: best label = {bl_2}\");" ] }, { "cell_type": "markdown", "id": "43f9a8e5", "metadata": {}, "source": [ "Bardziej kompaktowe wykonanie predykcji możemy uzyskać poprzez metodę `predict()`:" ] }, { "cell_type": "code", "execution_count": 14, "id": "bf736bdd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "18 18\n", "3 3\n" ] } ], "source": [ "print(test_labels[45], model.predict(test_data[45])[0])\n", "print(test_labels[10], model.predict(test_data[10])[0])" ] }, { "cell_type": "markdown", "id": "eeaf62b5", "metadata": {}, "source": [ "Jak widać poniżej, metoda ta nie uzyskuje szczególnie zadowalających wyników (generalnie słabo sobie radzi w sytuacji zmian oświetlenia):" ] }, { "cell_type": "code", "execution_count": 15, "id": "12c65438", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Accuracy: 98.96 %\n" ] } ], "source": [ "predictions = []\n", "for test_img in test_data:\n", " p_label, p_conf = model.predict(test_img)\n", " predictions.append(p_label)\n", " \n", "print(f\"Accuracy: {sklearn.metrics.accuracy_score(test_labels, predictions) * 100:.2f} %\")" ] }, { "cell_type": "markdown", "id": "ea5d879b", "metadata": {}, "source": [ "Poniżej krótko zaprezentujemy jeszcze dwa rozwinięcia tego algorytmu. Pierwszym z nich jest *Fisherfaces* zaimplementowany w [`FisherFaceRecognizer`](https://docs.opencv.org/4.5.3/d2/de9/classcv_1_1face_1_1FisherFaceRecognizer.html). Tym razem przy pomocy LDA chcemy dodatkowo uwzględnić rozrzut pomiędzy klasami (por. [przykład](https://sthalles.github.io/fisher-linear-discriminant/)). Poniżej tworzymy model z 40 komponentami:" ] }, { "cell_type": "code", "execution_count": 16, "id": "4eb5b746", "metadata": {}, "outputs": [], "source": [ "model = cv.face.FisherFaceRecognizer_create(40)\n", "model.train(np.array(train_data), np.array(train_labels))" ] }, { "cell_type": "markdown", "id": "e9f334be", "metadata": {}, "source": [ "Zauważmy, że uzyskujemy tutaj ponad dwukrotnie lepszy wynik:" ] }, { "cell_type": "code", "execution_count": 17, "id": "96faa192", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Accuracy: 97.92 %\n" ] } ], "source": [ "predictions = []\n", "for test_img in test_data:\n", " p_label, p_conf = model.predict(test_img)\n", " predictions.append(p_label)\n", " \n", "print(f\"Accuracy: {sklearn.metrics.accuracy_score(test_labels, predictions) * 100:.2f} %\")" ] }, { "cell_type": "markdown", "id": "02220e5f", "metadata": {}, "source": [ "Dalszym rozwinięciem jest model *Local Binary Patterns Histograms* (LBPH) zaimplementowany w [`LBPHFaceRecognizer`](https://docs.opencv.org/4.5.3/df/d25/classcv_1_1face_1_1LBPHFaceRecognizer.html). W tym wypadku chcemy np. uwzględnić możliwość innego oświetlenia osób niż taki, który występuje w naszym zbiorze treningowym. Podobnie jak wcześniej zależy nam na redukcji wymiarów, ale tym razem uzyskamy to poprzez wyliczanie cech (progowanie) dla poszczególnych pikseli w zadanych regionach." ] }, { "cell_type": "code", "execution_count": 18, "id": "61eeffdf", "metadata": {}, "outputs": [], "source": [ "model = cv.face.LBPHFaceRecognizer_create(radius=10, neighbors=10, grid_x=32, grid_y=32)\n", "model.train(np.array(train_data), np.array(train_labels))" ] }, { "cell_type": "markdown", "id": "0d64cb5a", "metadata": {}, "source": [ "Uzyskany wynik jest o kilka punktów procentowy lepszy od poprzedniego modelu, jednak możemy zauważyć, że zmiana domyślnych parametrów na takie, które zwiększają precyzję, powoduje również zwiększenie czasu potrzebnego na wykonanie predykcji:" ] }, { "cell_type": "code", "execution_count": 19, "id": "ca2e319d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Accuracy: 86.46 %\n" ] } ], "source": [ "predictions = []\n", "for test_img in test_data:\n", " p_label, p_conf = model.predict(test_img)\n", " predictions.append(p_label)\n", " \n", "print(f\"Accuracy: {sklearn.metrics.accuracy_score(test_labels, predictions) * 100:.2f} %\")" ] }, { "cell_type": "markdown", "id": "00196405", "metadata": {}, "source": [ "# Zadanie 1\n", "\n", "W katalogu `datasets` znajduje się zbiór zdjęć `att_faces`. Sprawdź jakiego typu są to zdjęcia oraz jak powyższe algorytmy działają na tym zbiorze." ] } ], "metadata": { "author": "Andrzej Wójtowicz", "email": "andre@amu.edu.pl", "kernelspec": { "display_name": "widzenie_komputerowe", "language": "python", "name": "python3" }, "lang": "pl", "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.12 | packaged by conda-forge | (default, Oct 26 2021, 05:35:01) [MSC v.1916 64 bit (AMD64)]" }, "subtitle": "08. Rozpoznawanie twarzy [laboratoria]", "title": "Widzenie komputerowe", "vscode": { "interpreter": { "hash": "6ac7fc53e11b5e853f03d2492fedb08fce658edca143f79fa3d2748d3b63b777" } }, "year": "2021" }, "nbformat": 4, "nbformat_minor": 5 }