s470623-wko/wko-10.ipynb
2023-01-30 12:13:43 +01:00

1 line
701 KiB
Plaintext

{"cells":[{"cell_type":"markdown","id":"3c8a4b52","metadata":{"id":"3c8a4b52"},"source":["![Logo 1](img/aitech-logotyp-1.jpg)\n","<div class=\"alert alert-block alert-info\">\n","<h1> Widzenie komputerowe </h1>\n","<h2> 10. <i>Metody głębokiego uczenia (2)</i> [laboratoria]</h2> \n","<h3>Andrzej Wójtowicz (2021)</h3>\n","</div>\n","\n","![Logo 2](img/aitech-logotyp-2.jpg)"]},{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')\n","%cd /content/drive/My Drive/aitech-wko-pub"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"P7w7seeqWB2k","executionInfo":{"status":"ok","timestamp":1675076606181,"user_tz":-60,"elapsed":19437,"user":{"displayName":"Cezary Gałązkiewicz","userId":"01409497901784152256"}},"outputId":"b2a311d1-414d-4c2c-9346-7424d2c279ce"},"id":"P7w7seeqWB2k","execution_count":3,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n","/content/drive/My Drive/aitech-wko-pub\n"]}]},{"cell_type":"code","source":["!pip install mediapipe"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"XCyK2SrUWde7","executionInfo":{"status":"ok","timestamp":1675076703214,"user_tz":-60,"elapsed":7828,"user":{"displayName":"Cezary Gałązkiewicz","userId":"01409497901784152256"}},"outputId":"f13aab5c-180b-43b7-9632-20cc8aafaa56"},"id":"XCyK2SrUWde7","execution_count":6,"outputs":[{"output_type":"stream","name":"stdout","text":["Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Collecting mediapipe\n"," Downloading mediapipe-0.9.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (33.0 MB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m33.0/33.0 MB\u001b[0m \u001b[31m32.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: protobuf<4,>=3.11 in /usr/local/lib/python3.8/dist-packages (from mediapipe) (3.19.6)\n","Requirement already satisfied: absl-py in /usr/local/lib/python3.8/dist-packages (from mediapipe) (1.3.0)\n","Collecting flatbuffers>=2.0\n"," Downloading flatbuffers-23.1.21-py2.py3-none-any.whl (26 kB)\n","Requirement already satisfied: attrs>=19.1.0 in /usr/local/lib/python3.8/dist-packages (from mediapipe) (22.2.0)\n","Requirement already satisfied: opencv-contrib-python in /usr/local/lib/python3.8/dist-packages (from mediapipe) (4.6.0.66)\n","Requirement already satisfied: matplotlib in /usr/local/lib/python3.8/dist-packages (from mediapipe) (3.2.2)\n","Requirement already satisfied: numpy in /usr/local/lib/python3.8/dist-packages (from mediapipe) (1.21.6)\n","Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.8/dist-packages (from matplotlib->mediapipe) (0.11.0)\n","Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.8/dist-packages (from matplotlib->mediapipe) (1.4.4)\n","Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.8/dist-packages (from matplotlib->mediapipe) (3.0.9)\n","Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.8/dist-packages (from matplotlib->mediapipe) (2.8.2)\n","Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.8/dist-packages (from python-dateutil>=2.1->matplotlib->mediapipe) (1.15.0)\n","Installing collected packages: flatbuffers, mediapipe\n"," Attempting uninstall: flatbuffers\n"," Found existing installation: flatbuffers 1.12\n"," Uninstalling flatbuffers-1.12:\n"," Successfully uninstalled flatbuffers-1.12\n","\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","tensorflow 2.9.2 requires flatbuffers<2,>=1.12, but you have flatbuffers 23.1.21 which is incompatible.\u001b[0m\u001b[31m\n","\u001b[0mSuccessfully installed flatbuffers-23.1.21 mediapipe-0.9.0.1\n"]}]},{"cell_type":"markdown","id":"783d6d64","metadata":{"id":"783d6d64"},"source":["W poniższym materiale zobaczymy w jaki sposób korzystać z wytrenowanych modeli sieci neuronowych w zagadnieniach związanych z wykrywaniem wielu obiektów, szacowaniem pozy człowieka, wykrywaniem i rozpoznawaniem tekstu oraz super rozdzielczością.\n","\n","Uwaga: realizacja poniższych treści będzie wymagała pobrania ok. 700 MB danych.\n","\n","Na początku załadujmy niezbędne biblioteki:"]},{"cell_type":"code","execution_count":4,"id":"ef18510f","metadata":{"id":"ef18510f","executionInfo":{"status":"ok","timestamp":1675076606184,"user_tz":-60,"elapsed":19,"user":{"displayName":"Cezary Gałązkiewicz","userId":"01409497901784152256"}}},"outputs":[],"source":["import cv2 as cv\n","import numpy as np\n","import matplotlib.pyplot as plt\n","%matplotlib inline"]},{"cell_type":"markdown","id":"e45afc56","metadata":{"id":"e45afc56"},"source":["Pobrane pliki będziemy zapisywać w katalogu `dnn`:"]},{"cell_type":"code","execution_count":null,"id":"7aac31ef","metadata":{"id":"7aac31ef"},"outputs":[],"source":["!mkdir -p dnn"]},{"cell_type":"markdown","id":"f792eb4f","metadata":{"id":"f792eb4f"},"source":["# Wykrywanie obiektów\n","\n","## SSD\n","\n","W poprzednich materiałach korzystaliśmy z [SSD](https://arxiv.org/pdf/1512.02325.pdf) do wykrywania wielu twarzy na zdjęciu. W poniższym przykładzie możemy zobaczyć użycie do wykrywania wielu obiektów - sieć została wytrenowana na zbiorze [Common Objects in Context](https://cocodataset.org/) (COCO). Użyjemy modelu dostępnego dla frameworku [Tensorflow](https://github.com/tensorflow/models/tree/master/research/object_detection) (inne modele możemy znaleźć w [Detection Model Zoo](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md)):"]},{"cell_type":"code","execution_count":null,"id":"aa10b6fa","metadata":{"id":"aa10b6fa","outputId":"c24f1cdc-7d56-4f38-d51b-98b8cbe89b70"},"outputs":[{"name":"stderr","output_type":"stream","text":["'wget' is not recognized as an internal or external command,\n","operable program or batch file.\n","tar: Error opening archive: Failed to open 'ssd_mobilenet_v2_coco_2018_03_29.tar.gz'\n"]}],"source":["!wget -q --show-progress -O dnn/ssd_mobilenet_v2_coco_2018_03_29.tar.gz http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v2_coco_2018_03_29.tar.gz\n","!cd dnn && tar xzf ssd_mobilenet_v2_coco_2018_03_29.tar.gz && rm ssd_mobilenet_v2_coco_2018_03_29.tar.gz"]},{"cell_type":"markdown","id":"99ec1efa","metadata":{"id":"99ec1efa"},"source":["Pobraliśmy model i generujemy konfigurację:"]},{"cell_type":"code","execution_count":null,"id":"eac9a8da","metadata":{"id":"eac9a8da"},"outputs":[],"source":["!wget -q --show-progress -O dnn/ssd_mobilenet_v2_coco_2018_03_29/tf_text_graph_ssd.py https://raw.githubusercontent.com/opencv/opencv/4.5.3/samples/dnn/tf_text_graph_ssd.py\n","!wget -q --show-progress -O dnn/ssd_mobilenet_v2_coco_2018_03_29/tf_text_graph_common.py https://raw.githubusercontent.com/opencv/opencv/4.5.3/samples/dnn/tf_text_graph_common.py\n","!cd dnn/ssd_mobilenet_v2_coco_2018_03_29 && python3 tf_text_graph_ssd.py --input frozen_inference_graph.pb --output net.pbtxt --config pipeline.config"]},{"cell_type":"markdown","id":"232e2987","metadata":{"id":"232e2987"},"source":["Wczytujemy model:"]},{"cell_type":"code","execution_count":null,"id":"9b4180e5","metadata":{"id":"9b4180e5"},"outputs":[],"source":["model = cv.dnn.readNetFromTensorflow(\"dnn/ssd_mobilenet_v2_coco_2018_03_29/frozen_inference_graph.pb\",\n"," \"dnn/ssd_mobilenet_v2_coco_2018_03_29/net.pbtxt\")"]},{"cell_type":"markdown","id":"0bbfd2a4","metadata":{"id":"0bbfd2a4"},"source":["Pobieramy i wczytujemy etykiety klas obiektów:"]},{"cell_type":"code","execution_count":null,"id":"17335a42","metadata":{"id":"17335a42"},"outputs":[],"source":["!wget -q -O - https://raw.githubusercontent.com/tensorflow/models/master/research/object_detection/data/mscoco_complete_label_map.pbtxt | grep display_name | grep -o '\".*\"' | tr -d '\"' > dnn/ssd_mobilenet_v2_coco_2018_03_29/coco-labels.txt"]},{"cell_type":"code","execution_count":null,"id":"662e1a33","metadata":{"id":"662e1a33"},"outputs":[],"source":["with open('dnn/ssd_mobilenet_v2_coco_2018_03_29/coco-labels.txt', 'r') as f_fd:\n"," classes = f_fd.read().splitlines()\n"," \n","print(len(classes), classes[:5])"]},{"cell_type":"markdown","id":"94cace8a","metadata":{"id":"94cace8a"},"source":["Spróbujemy sprawdzić jakie obiekty znajdują się na poniższym zdjęciu:"]},{"cell_type":"code","execution_count":null,"id":"91834aba","metadata":{"id":"91834aba"},"outputs":[],"source":["image = cv.imread('img/messi5.jpg')\n","plt.figure(figsize=[7,7])\n","plt.imshow(image[:,:,::-1]);"]},{"cell_type":"markdown","id":"43774ae3","metadata":{"id":"43774ae3"},"source":["Sieć zwraca nam listę obiektów z oznaczeniem współrzędnych na zdjęciu oraz identyfikatorem obiektu (ustawiliśmy próg odcięcia na 0.5):"]},{"cell_type":"code","execution_count":null,"id":"84652c91","metadata":{"id":"84652c91"},"outputs":[],"source":["height, width, _ = image.shape\n","\n","image_blob = cv.dnn.blobFromImage(image=image, scalefactor=1, size=(300, 300), mean=(0,0,0), \n"," swapRB=True, crop=False)\n","\n","model.setInput(image_blob)\n","detections = model.forward()\n","\n","image_out = image.copy()\n","\n","for i in range(detections.shape[2]):\n"," confidence = detections[0, 0, i, 2]\n"," if confidence > 0.5:\n","\n"," box = detections[0, 0, i, 3:7] * np.array([width, height, width, height])\n"," (x1, y1, x2, y2) = box.astype('int')\n"," \n"," class_id = int(detections[0, 0, i, 1])\n","\n"," cv.rectangle(image_out, (x1, y1), (x2, y2), (0, 255, 0), 6)\n"," label = '{:} ({:.3f})'.format(classes[class_id], confidence)\n"," label_size, base_line = cv.getTextSize(label, cv.FONT_HERSHEY_SIMPLEX, 0.65, 1)\n"," cv.rectangle(image_out, (x1, y1 - label_size[1]), (x1 + label_size[0], y1 + base_line), \n"," (255, 255, 255), cv.FILLED)\n"," cv.putText(image_out, label, (x1, y1), cv.FONT_HERSHEY_SIMPLEX, 0.65, (0, 0, 0))\n"," \n","plt.figure(figsize=[12,12])\n","plt.imshow(image_out[:,:,::-1]);"]},{"cell_type":"markdown","id":"3fa16e91","metadata":{"id":"3fa16e91"},"source":["## YOLOv4"]},{"cell_type":"markdown","id":"27ce3522","metadata":{"id":"27ce3522"},"source":["Innym popularnym modelem do wykrywania obiektów jest [You Only Look Once](https://github.com/AlexeyAB/darknet) (YOLO). Porównując YOLO do innych sieci, model ten nie analizuje poszczególnych regionów, ale patrzy na obraz całościowo, co w pewien sposób stanowi balans między szybkością a precyzją. Ze względu na tę cechę model ten dobrze nadaje się do wykrywania obiektów w czasie rzeczywistym. Model powinien dobrze sobie radzić gdy zostanie mu przedstawiona nieznana wcześniej reprezentacja obiektu (np. zacieniony) lub gdy obiekt znajduje się w otoczeniu innych nieoczekiwanych obiektów.\n","\n","YOLO jest dostępne w kilku wersjach, natomiast my sprawdzimy jak sobie radzi wersja kompaktowa:"]},{"cell_type":"code","execution_count":null,"id":"4c3e7fb1","metadata":{"id":"4c3e7fb1"},"outputs":[],"source":["!mkdir -p dnn/yolo_v4_tiny\n","!wget -q --show-progress -O dnn/yolo_v4_tiny/yolov4-tiny.weights https://github.com/AlexeyAB/darknet/releases/download/yolov4/yolov4-tiny.weights\n","!wget -q --show-progress -O dnn/yolo_v4_tiny/yolov4-tiny.cfg https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov4-tiny.cfg\n","!wget -q --show-progress -O dnn/yolo_v4_tiny/coco.names https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/coco.names"]},{"cell_type":"markdown","id":"9497b09c","metadata":{"id":"9497b09c"},"source":["Wczytujemy model:"]},{"cell_type":"code","execution_count":null,"id":"e8cc6a3a","metadata":{"id":"e8cc6a3a"},"outputs":[],"source":["model = cv.dnn.readNetFromDarknet(\"dnn/yolo_v4_tiny/yolov4-tiny.cfg\", \n"," \"dnn/yolo_v4_tiny/yolov4-tiny.weights\")"]},{"cell_type":"markdown","id":"df331450","metadata":{"id":"df331450"},"source":["Wczytujemy etykiety obiektów:"]},{"cell_type":"code","execution_count":null,"id":"8f01d354","metadata":{"id":"8f01d354"},"outputs":[],"source":["with open('dnn/yolo_v4_tiny/coco.names', 'r') as f_fd:\n"," classes = f_fd.read().splitlines()\n"," \n","print(len(classes), classes[:5])"]},{"cell_type":"markdown","id":"3fc5e3fc","metadata":{"id":"3fc5e3fc"},"source":["Przetestujemy działanie na poniższym zdjęciu:"]},{"cell_type":"code","execution_count":null,"id":"df65dee0","metadata":{"id":"df65dee0"},"outputs":[],"source":["image = cv.imread('img/pedestrians.jpg')\n","plt.figure(figsize=[7,7])\n","plt.imshow(image[:,:,::-1]);"]},{"cell_type":"markdown","id":"9fbb6325","metadata":{"id":"9fbb6325"},"source":["Podczas korzystania z tego modelu musimy się zmierzyć z kilkoma subtelnościami. Model wykorzystuje framework Darknet, więc musimy wskazać, że chodzi nam o predykcje pochodzące z ostatniej warstwy. Dodatkowo mamy kilka progów odcięcia do zdefiniowania, tj. miarę obiektowości (*objectness*), pewności (*confidence*) oraz tłumienia niemaksymalnego aby ograniczyć występowanie nakładających się na siebie ramek z wykrytymi obiektami (por. [`cv.dnn.NMSBoxes()`](https://docs.opencv.org/4.5.3/d6/d0f/group__dnn.html#ga9d118d70a1659af729d01b10233213ee)). Poniżej mamy wynik działania:"]},{"cell_type":"code","execution_count":null,"id":"d8450888","metadata":{"id":"d8450888"},"outputs":[],"source":["height, width, _ = image.shape\n","\n","image_blob = cv.dnn.blobFromImage(image=image, scalefactor=1/255, size=(416, 416), mean=(0,0,0), \n"," swapRB=True, crop=False)\n","\n","model.setInput(image_blob)\n","detections = model.forward([model.getLayerNames()[i[0] - 1] for i in model.getUnconnectedOutLayers()])\n","\n","image_out = image.copy()\n","\n","class_ids = []\n","confidences = []\n","boxes = []\n","\n","for out in detections:\n"," for detection in out:\n"," if detection[4] > 0.5: # objectness thr.\n"," scores = detection[5:]\n"," class_id = np.argmax(scores)\n"," confidence = scores[class_id]\n"," if confidence > 0.5: # confidence thr.\n"," center_x = int(detection[0] * width)\n"," center_y = int(detection[1] * height)\n"," b_width = int(detection[2] * width)\n"," b_height = int(detection[3] * height)\n","\n"," b_left = int(center_x - b_width / 2)\n"," b_top = int(center_y - b_height / 2)\n"," class_ids.append(class_id)\n"," confidences.append(float(confidence))\n"," boxes.append([b_left, b_top, b_width, b_height])\n","\n","indices = cv.dnn.NMSBoxes(boxes, confidences, score_threshold=0.5, nms_threshold=0.5)\n","for i in indices:\n"," idx = i[0]\n"," box = boxes[idx]\n"," x1 = box[0]\n"," y1 = box[1]\n"," x2 = box[0] + box[2]\n"," y2 = box[1] + box[3]\n"," cv.rectangle(image_out, (x1, y1), (x2, y2), (0, 255, 0), 6)\n"," label = '{:} ({:.3f})'.format(classes[class_ids[idx]], confidences[idx])\n"," \n"," label_size, base_line = cv.getTextSize(label, cv.FONT_HERSHEY_SIMPLEX, 0.65, 1)\n"," cv.rectangle(image_out, (x1, y1 - label_size[1]), (x1 + label_size[0], y1 + base_line), \n"," (255, 255, 255), cv.FILLED)\n"," cv.putText(image_out, label, (x1, y1), cv.FONT_HERSHEY_SIMPLEX, 0.65, (0, 0, 0))\n"," \n","plt.figure(figsize=[12,12])\n","plt.imshow(image_out[:,:,::-1]);"]},{"cell_type":"markdown","id":"41e32b8e","metadata":{"id":"41e32b8e"},"source":["# Szacowanie pozy człowieka\n","\n","Kolejnym interesującym zagadnieniem jest szacowanie pozy człowieka (ang. *human pose estimation*) na podstawie zdjęcia. Celem jest tutaj wykrycie charakterystycznych punktów orientacyjnych, które mogą potem zostać wykorzystane np. treningu sportowego, kontroli gestów, korekcji postawy, itp. W tym celu wykorzystamy [OpenPose](https://github.com/CMU-Perceptual-Computing-Lab/openpose)."]},{"cell_type":"code","execution_count":null,"id":"6a3fedf2","metadata":{"id":"6a3fedf2"},"outputs":[],"source":["!mkdir -p dnn/openpose\n","!wget -q --show-progress -O dnn/openpose/pose_iter_160000.caffemodel http://posefs1.perception.cs.cmu.edu/Users/tsimon/Projects/coco/data/models/mpi/pose_iter_160000.caffemodel\n","!wget -q --show-progress -O dnn/openpose/pose_deploy_linevec_faster_4_stages.prototxt https://raw.githubusercontent.com/CMU-Perceptual-Computing-Lab/openpose/master/models/pose/mpi/pose_deploy_linevec_faster_4_stages.prototxt"]},{"cell_type":"markdown","id":"851c965b","metadata":{"id":"851c965b"},"source":["Wczytujemy model:"]},{"cell_type":"code","execution_count":null,"id":"d55edcb8","metadata":{"id":"d55edcb8"},"outputs":[],"source":["model = cv.dnn.readNetFromCaffe(\"dnn/openpose/pose_deploy_linevec_faster_4_stages.prototxt\",\n"," \"dnn/openpose/pose_iter_160000.caffemodel\")"]},{"cell_type":"markdown","id":"c2c701c3","metadata":{"id":"c2c701c3"},"source":["Będziemy chcieli przeanalizować poniższe zdjęcie:"]},{"cell_type":"code","execution_count":null,"id":"aeaed6eb","metadata":{"id":"aeaed6eb"},"outputs":[],"source":["image = cv.imread(\"img/messi5.jpg\")\n","plt.figure(figsize=[7,7])\n","plt.imshow(image[:,:,::-1]);"]},{"cell_type":"markdown","id":"00a42dd5","metadata":{"id":"00a42dd5"},"source":["Zdefinujemy poniżej połączenia pomiędzy 15 punktami orientacyjnymi:"]},{"cell_type":"code","execution_count":null,"id":"894acae5","metadata":{"id":"894acae5"},"outputs":[],"source":["pose_points_n = 15\n","pose_pairs = [[0,1], [1,2], [2,3], [3,4], [1,5], [5,6], [6,7], [1,14], [14,8], [8,9], [9,10], [14,11], [11,12], [12,13]]"]},{"cell_type":"markdown","id":"5a8a5028","metadata":{"id":"5a8a5028"},"source":["W wyniku otrzymujemy mapy prawodpodobieństwa występowania danego punktu orientacyjnego:"]},{"cell_type":"code","execution_count":null,"id":"24ca95c6","metadata":{"id":"24ca95c6"},"outputs":[],"source":["height, width, _ = image.shape\n","\n","image_blob = cv.dnn.blobFromImage(image, 1.0/255, (368, 368), (0, 0, 0), swapRB=False, crop=False)\n","model.setInput(image_blob)\n","\n","output = model.forward()\n","\n","plt.figure(figsize=(20,3))\n","for i in range(pose_points_n):\n"," prob_map = output[0, i, :, :]\n"," disp_map = cv.resize(prob_map, (width, height), cv.INTER_LINEAR)\n"," plt.subplot(2, 8, i+1)\n"," plt.axis('off')\n"," plt.imshow(disp_map, cmap='jet', vmin=0, vmax=1)"]},{"cell_type":"markdown","id":"c8be6dc1","metadata":{"id":"c8be6dc1"},"source":["Przeskalowujemy wyniki do rozmiarów obrazu wejściowego i przy pomocy [`cv.minMaxLoc()`](https://docs.opencv.org/4.5.3/d2/de8/group__core__array.html#gab473bf2eb6d14ff97e89b355dac20707) znajdujemy wartość maksymalną (dodatkowo sprawdzamy czy wartość prawdopodobieństwa jest odpowiednio duża):"]},{"cell_type":"code","execution_count":null,"id":"a3163987","metadata":{"id":"a3163987"},"outputs":[],"source":["scale_x = width / output.shape[3]\n","scale_y = height / output.shape[2]\n","\n","points = []\n","\n","for i in range(pose_points_n):\n"," prob_map = output[0, i, :, :]\n"," \n"," _, prob, _, point = cv.minMaxLoc(prob_map)\n"," \n"," x = scale_x * point[0]\n"," y = scale_y * point[1]\n","\n"," if prob > 0.1: # thr.\n"," points.append((int(x), int(y)))\n"," else:\n"," points.append(None)"]},{"cell_type":"markdown","id":"f1f8cac3","metadata":{"id":"f1f8cac3"},"source":["Możemy teraz nanieść punkty na obraz i połączyć je w szkielet"]},{"cell_type":"code","execution_count":null,"id":"fcbda6c6","metadata":{"id":"fcbda6c6"},"outputs":[],"source":["image_points = image.copy()\n","image_skeleton = image.copy()\n","\n","for i, p in enumerate(points):\n"," cv.circle(image_points, p, 8, (255, 255, 0), thickness=-1, lineType=cv.FILLED)\n"," cv.putText(image_points, \"{}\".format(i), p, cv.FONT_HERSHEY_SIMPLEX, 1, (0,255,255), 2, lineType=cv.LINE_AA)\n","\n","\n","for pair in pose_pairs:\n"," part_a = pair[0]\n"," part_b = pair[1]\n","\n"," if points[part_a] and points[part_b]:\n"," cv.line(image_skeleton, points[part_a], points[part_b], (0, 255, 255), 4)\n"," cv.circle(image_skeleton, points[part_a], 7, (255, 255, 0), thickness=-1, lineType=cv.FILLED)\n","\n","plt.figure(figsize=(20,20))\n","plt.subplot(121)\n","plt.imshow(image_points[:,:,::-1])\n","plt.subplot(122)\n","plt.imshow(image_skeleton[:,:,::-1]);"]},{"cell_type":"markdown","id":"ea3421fd","metadata":{"id":"ea3421fd"},"source":["# Wykrywanie i rozpoznawanie tekstu\n","\n","W kolejnym przykładzie zobaczymy jak możemy wykryć na zdjęciu tekst przy pomocy [DB](https://github.com/MhLiao/DB) oraz rozpoznać go przy pomocy [CRNN](https://arxiv.org/pdf/1507.05717.pdf)."]},{"cell_type":"code","execution_count":null,"id":"5ef81ed2","metadata":{"id":"5ef81ed2","outputId":"198f710f-4d78-463e-d327-f23c4279bae0"},"outputs":[{"name":"stderr","output_type":"stream","text":["Downloading...\n","From: https://drive.google.com/uc?export=dowload&id=19YWhArrNccaoSza0CfkXlA8im4-lAGsR\n","To: c:\\Users\\Rys\\Desktop\\cv_przedmiot\\RS_CV\\dnn\\DB_TD500_resnet50.onnx\n","100%|██████████| 101M/101M [00:22<00:00, 4.55MB/s] \n","Downloading...\n","From: https://drive.google.com/uc?export=dowload&id=12diBsVJrS9ZEl6BNUiRp9s0xPALBS7kt\n","To: c:\\Users\\Rys\\Desktop\\cv_przedmiot\\RS_CV\\dnn\\crnn_cs.onnx\n","100%|██████████| 64.9M/64.9M [00:14<00:00, 4.34MB/s]\n","Downloading...\n","From: https://drive.google.com/uc?export=dowload&id=1oKXxXKusquimp7XY1mFvj9nwLzldVgBR\n","To: c:\\Users\\Rys\\Desktop\\cv_przedmiot\\RS_CV\\dnn\\alphabet_94.txt\n","100%|██████████| 188/188 [00:00<00:00, 188kB/s]\n"]}],"source":["import gdown\n","\n","for url, output in [('https://drive.google.com/uc?export=dowload&id=19YWhArrNccaoSza0CfkXlA8im4-lAGsR', 'dnn/DB_TD500_resnet50.onnx'), \n"," ('https://drive.google.com/uc?export=dowload&id=12diBsVJrS9ZEl6BNUiRp9s0xPALBS7kt', 'dnn/crnn_cs.onnx'),\n"," ('https://drive.google.com/uc?export=dowload&id=1oKXxXKusquimp7XY1mFvj9nwLzldVgBR', 'dnn/alphabet_94.txt')]:\n"," gdown.download(url, output, quiet=False)"]},{"cell_type":"markdown","id":"72721bc5","metadata":{"id":"72721bc5"},"source":["Będziemy pracować na poniższym zdjęciu:"]},{"cell_type":"code","execution_count":null,"id":"86e3f889","metadata":{"id":"86e3f889","outputId":"065b4dc1-d8ce-4b94-82f4-2e1f12dc5ac9"},"outputs":[{"data":{"image/png":"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","text/plain":["<Figure size 360x504 with 1 Axes>"]},"metadata":{"needs_background":"light"},"output_type":"display_data"}],"source":["image = cv.imread('img/road-sign.jpg')\n","\n","plt.figure(figsize=(5,7))\n","plt.imshow(image[:,:,::-1]);"]},{"cell_type":"markdown","id":"ec7d3ce4","metadata":{"id":"ec7d3ce4"},"source":["Wczytujemy obsługiwany alfabet:"]},{"cell_type":"code","execution_count":null,"id":"5d27f129","metadata":{"id":"5d27f129","outputId":"3ca2459f-9e88-46dc-d5d3-2294e68aa699"},"outputs":[{"name":"stdout","output_type":"stream","text":["94 ['0', '1', '2', '3', '4', '5', '6', '7', '8', '9', 'a', 'b', 'c', 'd', 'e']\n"]}],"source":["with open('dnn/alphabet_94.txt', 'r') as f_fd:\n"," alphabet = f_fd.read().splitlines()\n"," \n","print(len(alphabet), alphabet[:15])"]},{"cell_type":"markdown","id":"d3373c60","metadata":{"id":"d3373c60"},"source":["OpenCV posiada gotowe API dla sieci DB poprzez [`cv.dnn_TextDetectionModel_DB()`](https://docs.opencv.org/4.5.3/db/d0f/classcv_1_1dnn_1_1TextDetectionModel__DB.html):"]},{"cell_type":"code","execution_count":null,"id":"b3c3bfc2","metadata":{"id":"b3c3bfc2"},"outputs":[],"source":["text_detector = cv.dnn_TextDetectionModel_DB(\"dnn/DB_TD500_resnet50.onnx\")\n","\n","text_detector.setBinaryThreshold(0.4).setPolygonThreshold(0.5)\n","text_detector.setInputParams(scale=1.0/255, size=(640, 640), \n"," mean=(122.67891434, 116.66876762, 104.00698793), swapRB=True)"]},{"cell_type":"markdown","id":"31300a5f","metadata":{"id":"31300a5f"},"source":["W wyniku otrzymujemy ramki, na których występuje tekst (choć jak widzimy, są też wyniki fałszywie pozytywne):"]},{"cell_type":"code","execution_count":null,"id":"d14502d4","metadata":{"id":"d14502d4","outputId":"6ec4272c-6af0-4790-c22b-40596320ff97"},"outputs":[{"data":{"image/png":"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","text/plain":["<Figure size 360x504 with 1 Axes>"]},"metadata":{"needs_background":"light"},"output_type":"display_data"}],"source":["boxes, confs = text_detector.detect(image)\n","\n","image_out = image.copy()\n","\n","cv.polylines(image_out, boxes, True, (255, 0, 255), 4)\n","\n","plt.figure(figsize=(5,7))\n","plt.imshow(image_out[:,:,::-1]);"]},{"cell_type":"markdown","id":"3c3eae71","metadata":{"id":"3c3eae71"},"source":["W kolejnym kroku przygotowujemy model do rozpoznawania tekstu przy pomocy [`cv.dnn_TextRecognitionModel()`](https://docs.opencv.org/4.5.3/de/dee/classcv_1_1dnn_1_1TextRecognitionModel.html):"]},{"cell_type":"code","execution_count":null,"id":"d6b29f6a","metadata":{"id":"d6b29f6a"},"outputs":[],"source":["text_recognizer = cv.dnn_TextRecognitionModel(\"dnn/crnn_cs.onnx\")\n","text_recognizer.setDecodeType(\"CTC-greedy\")\n","text_recognizer.setVocabulary(alphabet)\n","text_recognizer.setInputParams(scale=1/127.5, size=(100, 32), mean=(127.5, 127.5, 127.5), swapRB=True)"]},{"cell_type":"markdown","id":"a17f6437","metadata":{"id":"a17f6437"},"source":["Każdą wykrytą ramkę rzutujemy na rozmiar 100x32 i wykrywamy tekst:"]},{"cell_type":"code","execution_count":null,"id":"d6909f83","metadata":{"id":"d6909f83","outputId":"7231de8f-9eed-40d9-eeac-4eecbfcb3929"},"outputs":[{"name":"stdout","output_type":"stream","text":["SIGNAL\n","RED\n","toe\n","HEREON\n","STOP\n","Fr\n","a\n","a\n"]}],"source":["for box in boxes:\n"," vertices = np.asarray(box).astype(np.float32)\n"," output_size = (100, 32)\n"," target_vertices = np.array([\n"," [0, output_size[1] - 1],\n"," [0, 0],\n"," [output_size[0] - 1, 0],\n"," [output_size[0] - 1, output_size[1] - 1]],\n"," dtype=\"float32\")\n"," rotation_matrix = cv.getPerspectiveTransform(vertices, target_vertices)\n"," cropped_roi = cv.warpPerspective(image, rotation_matrix, output_size)\n"," \n"," result = text_recognizer.recognize(cropped_roi)\n"," print(result)"]},{"cell_type":"markdown","id":"e0b4b3c0","metadata":{"id":"e0b4b3c0"},"source":["# Super rozdzielczość\n","\n","Podczas zwiększania rozdzielczości brakujące piksele muszą być w jakiś sposób interpolowane. Przy niewielkich powiększeniach zwykle wystarczą nam tradycyjne metody, jednak jeśli pracujemy z obrazem w niskiej rozdzielczości i chcemy go znacząco powiększyć, to chcielibyśmy również uzyskać wysoką jakość np. poprzez uwzględnienie informacji z otoczenia pikseli. Problematyka ta dotyczy zagadnienia super rozdzielczości (ang. *super-resolution*).\n","\n","W [artykule](https://arxiv.org/pdf/1902.06068.pdf) z 2020 r. możemy znaleźć porównanie dostępnych w tamtym czasie modeli (zob. wykres na str. 15); np. możemy zobaczyć, że model [EDSR](https://github.com/Saafke/EDSR_Tensorflow) radzi sobie całkiem nieźle, aczkolwiek kosztem sporego narzutu obliczeniowego (por. również benchmarki [OpenCV](https://github.com/opencv/opencv_contrib/blob/master/modules/dnn_superres/README.md)). Przetestujemy EDSR na powiększeniu 4-krotnym:"]},{"cell_type":"code","execution_count":null,"id":"6b9f6be9","metadata":{"id":"6b9f6be9"},"outputs":[],"source":["!wget -q --show-progress -O dnn/EDSR_x4.pb https://raw.githubusercontent.com/Saafke/EDSR_Tensorflow/master/models/EDSR_x4.pb"]},{"cell_type":"markdown","id":"92f09e43","metadata":{"id":"92f09e43"},"source":["Przy pomocy [`cv.dnn_superres.DnnSuperResImpl_create()`](https://docs.opencv.org/4.5.3/d8/d11/classcv_1_1dnn__superres_1_1DnnSuperResImpl.html) przygotowujemy model:"]},{"cell_type":"code","execution_count":null,"id":"368ca179","metadata":{"id":"368ca179"},"outputs":[],"source":["sr = cv.dnn_superres.DnnSuperResImpl_create()\n","sr.readModel('dnn/EDSR_x4.pb')\n","sr.setModel('edsr', 4)"]},{"cell_type":"markdown","id":"9e0169f3","metadata":{"id":"9e0169f3"},"source":["Następnie zwiększy rozdzielczość zadanego obrazu (operacja może zająć trochę czasu):"]},{"cell_type":"code","execution_count":null,"id":"45c89529","metadata":{"id":"45c89529"},"outputs":[],"source":["image = cv.imread('img/parrot.jpg')\n","\n","image_EDSR = sr.upsample(image)\n","\n","plt.figure(figsize=(25,25))\n","plt.subplot(211)\n","plt.imshow(image[:,:,::-1])\n","plt.subplot(212)\n","plt.imshow(image_EDSR[:,:,::-1]);"]},{"cell_type":"markdown","id":"3c157587","metadata":{"id":"3c157587"},"source":["# Zadanie 1\n","\n","Przy pomocy biblioteki [MediaPipe](https://google.github.io/mediapipe/solutions/selfie_segmentation.html) dokonaj podmień tło w selfie `img/selfie-man.jpg` na `img/selfie-background.jpg` (możesz również odbić obraz w poziomie)."]},{"cell_type":"markdown","id":"d6116f61","metadata":{"id":"d6116f61"},"source":["![Wynik działania programu](img/selfie-out.png)"]},{"cell_type":"code","execution_count":26,"id":"325de208","metadata":{"id":"325de208","executionInfo":{"status":"ok","timestamp":1675077155813,"user_tz":-60,"elapsed":440,"user":{"displayName":"Cezary Gałązkiewicz","userId":"01409497901784152256"}}},"outputs":[],"source":["import mediapipe as mp\n","mp_drawing = mp.solutions.drawing_utils\n","mp_selfie_segmentation = mp.solutions.selfie_segmentation\n","\n","gray = 192\n","BG_COLOR = (gray, gray, gray)\n","MASK_COLOR = (255, 255, 255)\n","with mp_selfie_segmentation.SelfieSegmentation(model_selection=0) as selfie_segmentation:\n"," image = cv.imread(\"img/selfie-man.jpg\")\n","\n"," image_height, image_width, _ = image.shape\n"," results = selfie_segmentation.process(cv.cvtColor(image, cv.COLOR_BGR2RGB))\n","\n"," condition = np.stack((results.segmentation_mask,) * 3, axis=-1) > 0.85\n"," fg_image = np.zeros(image.shape, dtype=np.uint8)\n"," fg_image[:] = MASK_COLOR\n"," bg_image = np.zeros(image.shape, dtype=np.uint8)\n"," bg_image[:] = BG_COLOR\n"," output_image = np.where(condition, fg_image, bg_image)\n"," cv.imwrite('img/selfie_segmentation_output20.png', output_image)"]},{"cell_type":"code","execution_count":27,"id":"a09d2077","metadata":{"id":"a09d2077","executionInfo":{"status":"ok","timestamp":1675077156713,"user_tz":-60,"elapsed":1,"user":{"displayName":"Cezary Gałązkiewicz","userId":"01409497901784152256"}}},"outputs":[],"source":["mask = cv.imread(\"img/selfie_segmentation_output20.png\")\n","man = cv.imread(\"img/selfie-man.jpg\")\n","bg = cv.imread(\"img/selfie-background.jpg\")"]},{"cell_type":"code","execution_count":28,"id":"a01a082c","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":292},"id":"a01a082c","executionInfo":{"status":"ok","timestamp":1675077160379,"user_tz":-60,"elapsed":3313,"user":{"displayName":"Cezary Gałązkiewicz","userId":"01409497901784152256"}},"outputId":"987d9809-a22d-419b-f146-f2029f6f149a"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<matplotlib.image.AxesImage at 0x7fe5f3385ac0>"]},"metadata":{},"execution_count":28},{"output_type":"display_data","data":{"text/plain":["<Figure size 432x432 with 1 Axes>"],"image/png":"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\n"},"metadata":{"needs_background":"light"}}],"source":["res = mask.copy()\n","\n","for x in range(res.shape[0]):\n"," for y in range(res.shape[1]):\n"," if mask[x, y, 0] == gray:\n"," res[x, y] = bg[x, y]\n"," else:\n"," res[x, y] = man[x, y]\n","\n","plt.figure(figsize = [6, 6])\n","plt.imshow(res[:, :, ::-1])"]}],"metadata":{"author":"Andrzej Wójtowicz","email":"andre@amu.edu.pl","kernelspec":{"display_name":"Wizualizacja","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":"3.9.7"},"subtitle":"10. Metody głębokiego uczenia w widzeniu komputerowym [laboratoria]","title":"Widzenie komputerowe","vscode":{"interpreter":{"hash":"9140c0930ad6b6c35ab9dcb3930a3fc3a0ddbb5eeb7900bcf692f72b8c01d4e3"}},"year":"2021","colab":{"provenance":[]}},"nbformat":4,"nbformat_minor":5}