Functions — github.com/bamos/dcgan-completion.tensorflow

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Functions31 in github.com/bamos/dcgan-completion.tensorflow

⨍ Functions 31 ◇ Types & classes 2

↓ 9 callersFunctionsave_images

(images, size, image_path)

↓ 4 callersFunctionconv2d

(input_, output_dim, k_h=5, k_w=5, d_h=2, d_w=2, stddev=0.02, name="conv2d")

↓ 4 callersFunctionlrelu

(x, leak=0.2, name="lrelu")

↓ 4 callersFunctionmake_gif

(images, fname, duration=2, true_image=False)

↓ 3 callersFunctionget_image

(image_path, image_size, is_crop=True)

↓ 2 callersFunctionconv2d_transpose

(input_, output_shape, k_h=5, k_w=5, d_h=2, d_w=2, stddev=0.02, name

↓ 2 callersFunctiondataset_files

Returns a list of all image files in the given directory

↓ 2 callersMethoddiscriminator

(self, image, reuse=False)

↓ 2 callersFunctioninverse_transform

↓ 2 callersFunctionlinear

(input_, output_size, scope=None, stddev=0.02, bias_start=0.0, with_w=False)

↓ 2 callersMethodload

(self, checkpoint_dir)

↓ 2 callersFunctionmerge

↓ 1 callersMethodbuild_model

↓ 1 callersFunctioncenter_crop

(x, crop_h, crop_w=None, resize_w=64)

↓ 1 callersMethodcomplete

↓ 1 callersMethodgenerator

↓ 1 callersFunctionimread

↓ 1 callersFunctionimsave

(images, size, path)

↓ 1 callersMethodsave

(self, checkpoint_dir, step)

↓ 1 callersMethodtrain

↓ 1 callersFunctiontransform

(image, npx=64, is_crop=True)

(self, x, train)

(self, epsilon=1e-5, momentum = 0.9, name="batch_norm")

Args: sess: TensorFlow session batch_size: The size of batch. Should be specified before training. lowre

Functionbinary_cross_entropy

Computes binary cross entropy given `preds`. For brevity, let `x = `, `z = targets`. The logistic loss is loss(x, z) = - sum_i (x[i] *

Functionconv_cond_concat

Concatenate conditioning vector on feature map axis.

Functionmake_frame

Functionmerge_images

Functionto_json

(output_path, *layers)

Functionvisualize

(sess, dcgan, config, option)