\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":["