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cours-ai-tutorials/Tensorflow/tutoriel27-2/config.py
2026-03-31 13:28:59 +02:00

34 lines
667 B
Python

import numpy as np
dict={'leukocyte': (255, 255, 0 ),
'red blood cell':(0 , 0 , 255),
'ring': (0 , 255, 0 ),
'schizont': (255, 0 , 255),
'trophozoite': (255, 0 , 0 ),
'difficult': (0 , 0 , 0 ),
'gametocyte': (0 , 255, 255)}
dict2=[]
for d in dict:
dict2.append(d)
largeur=256
hauteur=192
cellule_x=16
cellule_y=12
nbr_classes=len(dict)
r_x=int(largeur/cellule_x)
r_y=int(hauteur/cellule_y)
max_objet=60
anchors=np.array([[3.0, 1.5], [2.0, 2.0], [1.5, 3.0]])
nbr_boxes=len(anchors)
batch_size=16
lambda_coord=5
lambda_noobj=0.5
#lambda_coord=1
#lambda_noobj=1
seuil_iou_loss=0.6