From 738d29f4d97213d7ff62539a972b85cfe8d9c5da Mon Sep 17 00:00:00 2001 From: Paul Lacroix <paul.lacroix@ecl21.ec-lyon.fr> Date: Tue, 21 Feb 2023 15:10:27 +0100 Subject: [PATCH] update utils --- .../IMAGES/cone_1.jpg | Bin 40108 -> 0 bytes .../product-image-1178993187_480x480.webp | Bin 23930 -> 0 bytes .../TensorFlow-2.x-YOLOv3-master/MCL.py | 56 ++-- .../yolov3/MCL.py | 300 ++++++++++++++++++ .../yolov3/utils.py | 24 +- 5 files changed, 346 insertions(+), 34 deletions(-) delete mode 100644 PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/IMAGES/cone_1.jpg delete mode 100644 PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/IMAGES/product-image-1178993187_480x480.webp create mode 100644 PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/MCL.py diff --git a/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/IMAGES/cone_1.jpg b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/IMAGES/cone_1.jpg deleted file mode 100644 index a240c9eeff112a5221e50166a21713154d02c8fc..0000000000000000000000000000000000000000 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zM{zx`d-+4QJFwSEmA!L+e%oH-^%f4#tNtg{>g;cSG!fQoU4M3sjjC_j@}w`hkC+%3 z7+fPf-FAWKip(?y22W2d1`Y-W1~vvEMrH;^(0Szy3=C3?tYCH+0|SFJlpO~;-yEt2 zWR5TsLVadC3s`*`<VbD?52!gXnvH>B0y_f>0|SGBk)Z+OL<pOaiJ5_60fcQ}Xkfs& Z0Ak|*{|pRF3m_&wU}RumMq-03007Oz4EO*5 diff --git a/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/MCL.py b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/MCL.py index 4838cc5..0e645aa 100644 --- a/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/MCL.py +++ b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/MCL.py @@ -1,17 +1,17 @@ -import os -os.environ['CUDA_VISIBLE_DEVICES'] = '0' -import cv2 -import numpy as np -import tensorflow as tf -from yolov3.utils import detect_image, detect_realtime, detect_video, Load_Yolo_model, detect_video_realtime_mp -from yolov3.configs import * -import matplotlib.pyplot as plt +#import os +#os.environ['CUDA_VISIBLE_DEVICES'] = '0' +#import cv2 +#import tensorflow as tf +#from yolov3.utils import detect_image, detect_realtime, detect_video, Load_Yolo_model, detect_video_realtime_mp +#from yolov3.configs import * +#import matplotlib.pyplot as plt +import numpy as np import random as rd -from math import cos, sin, tan, pi +from math import cos, sin, tan -yolo = Load_Yolo_model() +#yolo = Load_Yolo_model() ### Carte ### @@ -28,6 +28,7 @@ coord_int = [(i/diametre , j/diametre) for i,j in zip(pixel_x_int, pixel_y_int)] ### Paramètres ### sigma_position = 0.02 sigma_direction = 0.05 +seuil_cone = 0.6 dep_x, dep_y, dep_theta = 1.314, 1.162, 3.14/3.6 @@ -38,8 +39,8 @@ F = 3423 #Focale camera h_reel = 0.234 #Hauteur d'un plot y_0 = 1500 #Milieu de l'image -dist_roue = 0.2 #Distance entre les roues avant et les roues arrieres -dt = 1 #Frequence de calcul +dist_roue = 0.25 #Distance entre les roues avant et les roues arrieres +dt = 0.1 #Frequence de calcul # class position: @@ -156,7 +157,7 @@ def sensor_update(observation, position): obs_x.append(i[0]) obs_y.append(i[1]) - return distance_Chamfer(cones_vu_x, cones_vu_y, obs_x, obs_y) + return 1/distance_Chamfer(cones_vu_x, cones_vu_y, obs_x, obs_y) @@ -194,19 +195,7 @@ def low_variance_resampling(X,W): return X_t -def get_position(u_t,pos): - - - ### Récupération de la photo - - image_path = "./IMAGES/IMG_2345.JPEG" - video_path = "./IMAGES/test.mp4" - - - boxes = detect_image(yolo, image_path, "./IMAGES/111.jpg", input_size=YOLO_INPUT_SIZE, show=True, CLASSES=TRAIN_CLASSES, rectangle_colors=(255,0,0)) - #detect_video(yolo, video_path, './IMAGES/detected.mp4', input_size=YOLO_INPUT_SIZE, show=False, CLASSES=TRAIN_CLASSES, rectangle_colors=(255,0,0)) - #detect_realtime(yolo, '', input_size=YOLO_INPUT_SIZE, show=True, CLASSES=TRAIN_CLASSES, rectangle_colors=(255, 0, 0)) - #detect_video_realtime_mp(video_path, "Output.mp4", input_size=YOLO_INPUT_SIZE, show=True, CLASSES=TRAIN_CLASSES, rectangle_colors=(255,0,0), realtime=False) +def get_position(boxes,commande,pos): # Positionnement des plots à partir des boites @@ -214,9 +203,10 @@ def get_position(u_t,pos): liste_x =[] liste_y =[] for i in boxes: - x,y = boite2coord(i[0],i[1],i[2],i[3]) - liste_x.append(x) - liste_y.append(y) + if i[4] >= seuil_cone: + x,y = boite2coord(i[0],i[1],i[2],i[3]) + liste_x.append(x) + liste_y.append(y) z_t = [] for i in range(len(liste_x)): @@ -224,7 +214,7 @@ def get_position(u_t,pos): #Positionnement - pos, W = particle_filter(pos, u_t, z_t) + pos, W = particle_filter(pos, commande, z_t) pos_calc = [0,0,0] for i in range(len(pos)): @@ -235,7 +225,7 @@ def get_position(u_t,pos): return pos_calc, pos - +''' if __name__ == "__main__": # pos = [(1.314, 1.162, 3.14/3.6) for i in range(10)] # #pos = [(2.5*rd.random(), 1.5*rd.random(), 6.28*rd.random()) for i in range(50)] @@ -305,4 +295,6 @@ if __name__ == "__main__": plt.legend() - plt.show() \ No newline at end of file + plt.show() + + ''' \ No newline at end of file diff --git a/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/MCL.py b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/MCL.py new file mode 100644 index 0000000..0e645aa --- /dev/null +++ b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/MCL.py @@ -0,0 +1,300 @@ +#import os +#os.environ['CUDA_VISIBLE_DEVICES'] = '0' +#import cv2 +#import tensorflow as tf +#from yolov3.utils import detect_image, detect_realtime, detect_video, Load_Yolo_model, detect_video_realtime_mp +#from yolov3.configs import * +#import matplotlib.pyplot as plt + +import numpy as np +import random as rd +from math import cos, sin, tan + + +#yolo = Load_Yolo_model() + +### Carte ### + +pixel_x_ext, pixel_y_ext = [242, 220, 165, 110, 63, 33, 22, 34, 63, 110, 165, 220, 243, 310, 334, 388, 443, 490, 521, 531, 520, 489, 443, 388, 333, 310], [76, 64, 52, 64, 95, 141, 196, 252, 298, 330, 340, 328, 318, 316, 328, 339, 329, 298, 251, 196, 142, 95, 64, 53, 64, 77] +pixel_x_int, pixel_y_int = [245, 238, 222, 196, 166, 134, 108, 91, 85, 90, 109, 134, 165, 196, 222, 239, 308, 314, 332, 358, 388, 419, 445, 462, 468, 462, 445, 419, 388, 359, 332, 314], [201, 167, 140, 123, 116, 123, 140, 165, 195, 228, 253, 270, 277, 270, 253, 227, 200, 226, 253, 270, 277, 270, 253, 228, 197, 166, 140, 122, 117, 123, 140, 166] +diametre = 225 +centre_x, centre_y = 278, 200 +coord_x_ext, coord_y_ext = [i/diametre for i in pixel_x_ext], [i/diametre for i in pixel_y_ext] +coord_x_int, coord_y_int = [i/diametre for i in pixel_x_int], [i/diametre for i in pixel_y_int] + +coord_ext = [(i/diametre , j/diametre) for i,j in zip(pixel_x_ext, pixel_y_ext)] +coord_int = [(i/diametre , j/diametre) for i,j in zip(pixel_x_int, pixel_y_int)] + +### Paramètres ### +sigma_position = 0.02 +sigma_direction = 0.05 +seuil_cone = 0.6 + + +dep_x, dep_y, dep_theta = 1.314, 1.162, 3.14/3.6 +nb_particule = 30 +pos = [[dep_x, dep_y, dep_theta] for i in range(nb_particule)] + +F = 3423 #Focale camera +h_reel = 0.234 #Hauteur d'un plot +y_0 = 1500 #Milieu de l'image + +dist_roue = 0.25 #Distance entre les roues avant et les roues arrieres +dt = 0.1 #Frequence de calcul + + +# class position: + +# def __init__(self, pos_x, pos_y, nb_particule): +# self.__pos = [pos_x, pos_y]*nb_particule + + +def normalisation(W): + a = sum(W) + return [w/a for w in W] + +def distance(x_1, y_1, x_2, y_2): + return np.sqrt((x_1-x_2)**2 + (y_1-y_2)**2) + +def boite2coord(x1,y1,x2,y2): + + d = F*h_reel/abs(y1-y2) + y_r = -((x1+x2)/2 - y_0)*d/F + sin_theta= y_r/d + x_r = d*(1-sin_theta**2)**0.5 + + return x_r,y_r + +def rotation(point, centre, angle): + + x1,y1 = point + x2,y2 = centre + + new_x = (x1-x2)*cos(angle) - (y1-y2)*sin(angle) + x2 + new_y = (x1-x2)*sin(angle) + (y1-y2)*cos(angle) + y2 + + return new_x, new_y + +def distance_Chamfer(A_x, A_y, B_x, B_y): + m = len(A_x) + n = len(B_x) + + if m==0 or n==0: + return 0.0001 + + res = 0 + + tab = [[distance(A_x[i], A_y[i], B_x[j], B_y[j]) for i in range(m)] for j in range(n)] + tab = np.array(tab) + for i in range(m): + res += np.min(tab[:,i]) + for j in range(n): + res += np.min(tab[j,:]) + + return res + + +def motion_update(commande, position): + vitesse, direction = commande + x,y,theta = position + + if direction ==0: + new_x = x + dt*vitesse*cos(theta) + new_y = y + dt*vitesse*sin(theta) + new_theta = theta + + else: + R = dist_roue/tan(direction) + angle_rotation = dt*vitesse/R + + if direction>0: + centre_rotation_x = x + R*sin(theta) + centre_rotation_y = y - R*cos(theta) + else: + centre_rotation_x = x - R*sin(theta) + centre_rotation_y = y + R*cos(theta) + + new_x, new_y = rotation((x,y),(centre_rotation_x, centre_rotation_y), angle_rotation) + new_theta = theta + angle_rotation + + new_x += rd.gauss(0, sigma_position) + new_y += rd.gauss(0, sigma_position) + new_theta += rd.gauss(0, sigma_direction) + + return (new_x, new_y, new_theta) + + + +def sensor_update(observation, position): + x,y,theta = position + vision_x = [] + vision_y = [] + vision_x_ext = [] + vision_y_ext = [] + for pt in coord_int: + vision_x.append((pt[0]-x)*cos(theta) + (pt[1]-y)*sin(theta)) + vision_y.append(-(pt[0]-x)*sin(theta) + (pt[1]-y)*cos(theta)) + + for pt in coord_ext: + vision_x_ext.append((pt[0]-x)*cos(theta) + (pt[1]-y)*sin(theta)) + vision_y_ext.append(-(pt[0]-x)*sin(theta) + (pt[1]-y)*cos(theta)) + + cones_vu_x = [] + cones_vu_y = [] + for i in range(len(vision_x)): + if vision_x[i]>0 and abs(vision_y[i])<vision_x[i]: + cones_vu_x.append(vision_x[i]) + cones_vu_y.append(vision_y[i]) + + for i in range(len(vision_x_ext)): + if vision_x_ext[i]>0 and abs(vision_y_ext[i])<vision_x_ext[i]: + cones_vu_x.append(vision_x_ext[i]) + cones_vu_y.append(vision_y_ext[i]) + + obs_x = [] + obs_y = [] + for i in observation: + obs_x.append(i[0]) + obs_y.append(i[1]) + + return 1/distance_Chamfer(cones_vu_x, cones_vu_y, obs_x, obs_y) + + + + + + +def particle_filter(pos,u_t,z_t): #Position, commande, observation + X_t_barre, X_t = [], [] + M = len(pos) + for m in range(M): + x = motion_update(u_t, pos[m]) + w = sensor_update(z_t, x) + X_t_barre.append((x,w)) + + X = [X_t_barre[i][0] for i in range(M)] + W = [X_t_barre[i][1] for i in range(M)] + W = normalisation(W) + X_t = low_variance_resampling(X, W) + + return X_t,W + + +def low_variance_resampling(X,W): + X_t = [] + J = len(X) + r = rd.random()/J + c = W[0] + i=0 + for j in range(J): + U = r + (j-1)/J + while U > c: + i += 1 + c += W[i] + X_t.append(X[i]) + return X_t + + +def get_position(boxes,commande,pos): + + + # Positionnement des plots à partir des boites + + liste_x =[] + liste_y =[] + for i in boxes: + if i[4] >= seuil_cone: + x,y = boite2coord(i[0],i[1],i[2],i[3]) + liste_x.append(x) + liste_y.append(y) + + z_t = [] + for i in range(len(liste_x)): + z_t.append((liste_x[i], liste_y[i])) + + + #Positionnement + pos, W = particle_filter(pos, commande, z_t) + + pos_calc = [0,0,0] + for i in range(len(pos)): + pos_calc[0] += pos[i][0]*W[i] + pos_calc[1] += pos[i][1]*W[i] + pos_calc[2] += pos[i][2]*W[i] + + return pos_calc, pos + + +''' +if __name__ == "__main__": + # pos = [(1.314, 1.162, 3.14/3.6) for i in range(10)] + # #pos = [(2.5*rd.random(), 1.5*rd.random(), 6.28*rd.random()) for i in range(50)] + + # liste_x = [0.37409758380473157, + # 0.6517064494114153, + # 0.23060853761333963, + # 0.5278583908503303, + # 0.14161368355256793, + # 0.5134652832573952] + + # liste_y = [0.14021924676581576, + # -0.3119493901540909, + # -0.3464004029844368, + # 0.01390277627039628, + # -0.2754514724880131, + # -0.5902545559074325] + + # observation = [] + # for i in range(len(liste_x)): + # observation.append((liste_x[i], liste_y[i])) + + commande = (0.138841, -pi/6) + + # a,W = particle_filter(pos, commande, observation) + #print(a,W) + + + + + + + pos_initiale = (1.314, 1.162, 3.14/3.6) + pos_finale = (1.4, 1.271, 3.14/5.5) + + pos = [pos_initiale for i in range(30)] + + pos_calc,pos = get_position(commande,pos) + + + plt.figure(1) + plt.plot(pos_initiale[0], pos_initiale[1], 'o', label='Position initale') + plt.arrow(pos_initiale[0], pos_initiale[1], 0.07*cos(pos_initiale[2]), 0.07*sin(pos_initiale[2])) + plt.plot(pos_finale[0], pos_finale[1], 'o', label='Position finale') + plt.arrow(pos_finale[0], pos_finale[1], 0.07*cos(pos_finale[2]), 0.07*sin(pos_finale[2])) + + plt.plot(coord_x_ext, coord_y_ext,'+') + plt.plot(coord_x_int, coord_y_int,'+') + + pos_x = [] + pos_y = [] + for k in range(len(pos)): + i = pos[k] + pos_x.append(i[0]) + pos_y.append(i[1]) + + plt.plot(pos_x,pos_y,'x', label='Positions possibles') + + # pos_calc = [0,0,0] + # for i in range(len(a)): + # pos_calc[0] += a[i][0]*W[i] + # pos_calc[1] += a[i][1]*W[i] + # pos_calc[2] += a[i][2]*W[i] + + plt.plot(pos_calc[0], pos_calc[1], 'o', label='Moyenne pondérée des positions calculées') + plt.arrow(pos_calc[0], pos_calc[1], 0.07*cos(pos_calc[2]), 0.07*sin(pos_calc[2])) + + + plt.legend() + plt.show() + + ''' \ No newline at end of file diff --git a/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/utils.py b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/utils.py index 95874aa..a66669f 100644 --- a/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/utils.py +++ b/PAR 152/Yolo V3/TensorFlow-2.x-YOLOv3-master/yolov3/utils.py @@ -22,6 +22,21 @@ from track_2_generator import create_track from pid_controller import PidController from shapely.geometry import Polygon, Point, LineString +from MCL import get_position + + + +class liste_pos: + + def __init__(self, pos_depart, nb_particle): + self.liste = [(pos_depart) for i in range(nb_particle)] + + def update_liste(self,new_liste): + self.liste = new_liste + +liste_pos_car = liste_pos((278/225, 200/225,0), 50) + + def load_yolo_weights(model, weights_file): tf.keras.backend.clear_session() # used to reset layer names # load Darknet original weights to TensorFlow model @@ -184,7 +199,11 @@ def draw_bbox(image, bboxes, CLASSES=YOLO_COCO_CLASSES, show_label=True, show_co cv2.putText(image, label, (x1, y1-4), cv2.FONT_HERSHEY_COMPLEX_SMALL, fontScale, Text_colors, bbox_thick, lineType=cv2.LINE_AA) - + + #Determination de la position de la voiture + pos_car, liste_pos_car_temp = get_position(bboxes, commande, liste_pos_car.liste) + liste_pos_car.update_liste(liste_pos_car_temp) + """Algorithme de conduite""" """x_car, y_car""" @@ -548,7 +567,8 @@ def detect_realtime(Yolo, output_path, input_size=416, show=False, CLASSES=YOLO_ fps = int(vid.get(cv2.CAP_PROP_FPS)) codec = cv2.VideoWriter_fourcc(*'XVID') out = cv2.VideoWriter(output_path, codec, fps, (width, height)) # output_path must be .mp4 - + + while True: ret, frame = vid.read() -- GitLab