def layer_filters_channels_overview_json(checkpoints, layernames, filters,
channels):
region = select_region_query(get_models(),
times=checkpoints,
layers=layernames,
filters=filters,
channels=channels)
#images = mapterminals(show_multiple, region)
images = region
return images
def layer_filters_channels_image_json(checkpoints, layernames, filters, channels, imagenum):
corpus = get_image_corpus()
image = corpus.get_image(imagenum)
arr = np.array(image.getdata()).reshape(1, 32, 32, 3).astype(np.float32)
out = select_region_query(
get_models(), times=checkpoints, layers=layernames, filters=filters, channels=channels, image=arr
)
images = out
# images = mapterminals(show_multiple, out)
return images
def layer_filters_channels_image_json(checkpoints, layernames, filters,
channels, imagenum):
corpus = get_image_corpus()
image = corpus.get_image(imagenum)
arr = np.array(image.getdata()).reshape(1, 32, 32, 3).astype(np.float32)
out = select_region_query(get_models(),
times=checkpoints,
layers=layernames,
filters=filters,
channels=channels,
image=arr)
images = out
#images = mapterminals(show_multiple, out)
return images
def layer_filters_channels_overview_json(checkpoints, layernames, filters, channels):
region = select_region_query(get_models(), times=checkpoints, layers=layernames, filters=filters, channels=channels)
# images = mapterminals(show_multiple, region)
images = region
return images