def layer_overview_png(checkpoint, layername):
model = get_models()[checkpoint]
layer = model.layers[layername]
(num_filters, ksize, num_channels) = get_layer_dimensions(layer)
reshaped = reshape_layer_for_visualization(layer, combine_channels=(num_channels == 3))
ncols = 6 if num_channels in (1, 3) else num_channels
return show_multiple(normalize(reshaped), ncols=ncols)
def layer_overview_png(checkpoint, layername):
model = get_models()[checkpoint]
layer = model.layers[layername]
(num_filters, ksize, num_channels) = get_layer_dimensions(layer)
reshaped = reshape_layer_for_visualization(
layer, combine_channels=(num_channels == 3))
ncols = 6 if num_channels in (1, 3) else num_channels
return show_multiple(normalize(reshaped), ncols=ncols)
def layer_overview_svg_container(layername):
"""
Generates transparent SVGs that are overlaid on filter views
to enable mouse interactions.
"""
model = get_models()[0]
layer = model.layers[layername]
(num_filters, ksize, num_channels) = get_layer_dimensions(layer)
ncols = 6 if num_channels in (1, 3) else num_channels
nrows = int(math.ceil(float(num_filters) / 6)) if num_channels in (1, 3) else num_filters
scale = int(request.args.get("scale", 1))
svg = generate_svg_filter_map(nrows * ncols, ksize, ncols, scale)
return Response(svg, mimetype="image/svg+xml")
def layer_overview_svg_container(layername):
"""
Generates transparent SVGs that are overlaid on filter views
to enable mouse interactions.
"""
model = get_models()[0]
layer = model.layers[layername]
(num_filters, ksize, num_channels) = get_layer_dimensions(layer)
ncols = 6 if num_channels in (1, 3) else num_channels
nrows = int(math.ceil(float(num_filters) /
6)) if num_channels in (1, 3) else num_filters
scale = int(request.args.get('scale', 1))
svg = generate_svg_filter_map(nrows * ncols, ksize, ncols, scale)
return Response(svg, mimetype="image/svg+xml")
