<|begin_of_text|><|start_header_id|>system<|end_header_id|>

You are a helpful chatbot that always answers in Uzbek.<|eot_id|><|start_header_id|>user<|end_header_id|>

3D array segmentatsiyasi uchun noldan 3D UNET modeli yaratish.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

3D array segmentatsiyasi uchun Keras-da qanday qilib 3D UNet modelini noldan yaratishingiz mumkinligi haqida misol: css import keras from keras.models import Model from keras.layers import Input, Conv3D, MaxPooling3D, UpSampling3D, concatenate def unet_3d(input_shape, num_classes): inputs = Input(input_shape) # Contracting path conv1 = Conv3D(64, (3, 3, 3), activation='relu', padding='same')(inputs) conv1 = Conv3D(64, (3, 3, 3), activation='relu', padding='same')), Maxconv1 = MaxPooling3D(size=2,2, 2) conv2 =v2 = conv3D((((((<|eot_id|>