gray = cv.cvtColor(frame, cv.COLOR_BGR2GRAY) img = Frame(np.array(Image.fromarray(gray)), str(image_name()), None, None) cv.imwrite("../processed/original/" + img._id + ".png", img.image) log("Start processing frame " + str(img._id) + " at " + datetime.datetime.now().strftime('%Y-%m-%d_%H:%M:%S:%f')) print("Start processing frame " + str(img._id) + " at " + datetime.datetime.now().strftime('%Y-%m-%d_%H:%M:%S:%f')) img.CropImage() img.image = imgProcessing.Billateral(img.image) cv.imwrite("../processed/billateral/" + img._id + ".png", img.image) img.image = imgProcessing.Canny(img.image) cv.imwrite("../processed/canny/" + img._id + ".png", img.image) imgProcessing.FindPossiblePlates(img, False, False) log("New frame " + str(img._id) + " finished processing at " + datetime.datetime.now().strftime('%Y-%m-%d_%H:%M:%S:%f')) print("New frame " + str(img._id) + " finished processing at " + datetime.datetime.now().strftime('%Y-%m-%d_%H:%M:%S:%f')) if len(img.arrayOfPlates) == 0: log("No plates found in frame " + str(img._id) + ", applying dilate filter...") print("No plates found in frame " + str(img._id) + ", applying dilate filter...") img.image = imgProcessing.Dilate(img.image) cv.imwrite("../processed/dilate/" + str(img._id) + " .png",
from frame import Frame from imageProcessing import ImageProcessing import cv2 as cv import numpy as np imgPlaca = cv.imread("C:/Users/oluis/Desktop/images/original/torta.png", cv.IMREAD_GRAYSCALE) plateCopy = imgPlaca.copy() imgProcessing = ImageProcessing() plateCopy = imgProcessing.MoreLight(plateCopy) plateCopy = imgProcessing.Billateral(plateCopy) plateCopy = imgProcessing.Canny(plateCopy) findContournsImg, contoursPlate, hierarchy = cv.findContours( plateCopy.copy(), cv.RETR_TREE, cv.CHAIN_APPROX_SIMPLE) backtorgbplate = cv.cvtColor(plateCopy, cv.COLOR_GRAY2RGB) for contour in contoursPlate: x, y, w, h = cv.boundingRect(contour) proportion = float(w) / h if proportion > 0.57 and proportion < 0.84 and h > 11: cv.rectangle(backtorgbplate, (x, y), (x + w, y + h), (0, 0, 255), 1) cv.imshow('placa', backtorgbplate) cv.waitKey(0)