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Build error
brayden-gg
commited on
Commit
•
5e527f9
1
Parent(s):
323e91a
added SVG button for speed
Browse files- .vscode/launch.json +16 -0
- app.py +57 -35
.vscode/launch.json
ADDED
@@ -0,0 +1,16 @@
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{
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// Use IntelliSense to learn about possible attributes.
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// Hover to view descriptions of existing attributes.
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// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
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"version": "0.2.0",
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"configurations": [
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{
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"name": "Python: Current File",
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"type": "python",
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"request": "launch",
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"program": "${file}",
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"console": "integratedTerminal",
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"justMyCode": true
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}
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]
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}
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app.py
CHANGED
@@ -36,7 +36,7 @@ writer_mean_Ws = []
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all_word_writer_Ws = []
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all_word_writer_Cs = []
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writer_weight = 0.7
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-
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# data for char interpolation
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blend_chars = ["y", "s"]
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@@ -45,14 +45,14 @@ char_weight = 0.7
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default_mean_global_W = convenience.get_mean_global_W(net, default_loaded_data, device)
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char_Ws = default_mean_global_W.reshape(1, 1, convenience.L)
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char_Cs = all_Cs = torch.zeros(1, 2, convenience.L, convenience.L)
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-
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# data for MDN
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mdn_words = ["hello", "world"]
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mdn_mean_global_W = None
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all_word_mdn_Ws = []
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all_word_mdn_Cs = []
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-
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def update_writer_word(target_word):
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writer_words.clear()
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@@ -72,13 +72,13 @@ def update_writer_word(target_word):
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# for writer interpolation
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def update_writer_slider(val):
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global writer_weight
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writer_weight = val
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weights = [1 - writer_weight, writer_weight]
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net.clamp_mdn = 0
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-
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return gr.HTML.update(value=svg.tostring()), gr.File.update(value="./DSD_writer_interpolation.svg")
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def update_chosen_writers(writer1, writer2):
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@@ -97,22 +97,26 @@ def update_chosen_writers(writer1, writer2):
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return gr.Slider.update(label=f"{writer1} vs. {writer2}"), *update_writer_slider(writer_weight)
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def update_char_slider(weight):
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"""Generates an image of handwritten text based on target_sentence"""
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net.clamp_mdn = 0
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global char_weight
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char_weight = weight
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character_weights = [1 - weight, weight]
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all_W_c = convenience.get_character_blend_W_c(character_weights, char_Ws, char_Cs)
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all_commands = convenience.get_commands(net, blend_chars[0], all_W_c)
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return gr.HTML.update(value=svg.tostring()), gr.File.update(value="./DSD_char_interpolation.svg")
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def update_blend_chars(c1, c2):
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@@ -125,6 +129,10 @@ def update_blend_chars(c1, c2):
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return gr.Slider.update(label=f"'{c1}' vs. '{c2}'")
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# for MDN
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@@ -144,18 +152,20 @@ def update_mdn_word(target_word):
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def sample_mdn(maxs, maxr):
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net.clamp_mdn = maxr
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net.scale_sd = maxs
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return gr.HTML.update(value=svg.tostring()), gr.File.update(value="./DSD_add_randomness.svg")
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update_writer_word(" ".join(writer_words))
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update_chosen_writers(f"Writer {chosen_writers[0]}", f"Writer {chosen_writers[1]}")
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update_mdn_word(" ".join(writer_words))
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-
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update_blend_chars(*blend_chars)
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with gr.Blocks() as demo:
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@@ -169,41 +179,50 @@ with gr.Blocks() as demo:
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writer1 = gr.Radio(left_ratio_options, value="Style 120", label="Style for first writer")
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with gr.Column():
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writer2 = gr.Radio(right_ratio_options, value="Style 80", label="Style for second writer")
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with gr.Row():
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writer_slider = gr.Slider(0, 1, value=writer_weight, label="Style 120 vs. Style 80")
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with gr.Row():
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writer_submit = gr.Button("Submit")
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with gr.Row():
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writer_default_image = update_writer_slider(writer_weight)
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writer_output = gr.HTML(writer_default_image[0]["value"])
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with gr.Row():
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with gr.TabItem("Blend Characters"):
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with gr.Row():
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with gr.Column():
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char1 = gr.Dropdown(choices=avail_char_list, value=blend_chars[0], label="Character 1")
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with gr.Column():
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char2 = gr.Dropdown(choices=avail_char_list, value=blend_chars[1], label="Character 2")
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with gr.Row():
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char_slider = gr.Slider(0, 1, value=char_weight, label=f"'{blend_chars[0]}' vs. '{blend_chars[1]}'")
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with gr.Row():
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char_default_image = update_char_slider(char_weight)
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char_output = gr.HTML(char_default_image[0]["value"])
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with gr.Row():
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char2.change(fn=update_blend_chars, inputs=[char1, char2], outputs=[char_slider, char_download])
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with gr.TabItem("Add Randomness"):
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mdn_word = gr.Textbox(label="Target Word", value=" ".join(mdn_words), max_lines=1)
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with gr.Row():
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@@ -212,16 +231,19 @@ with gr.Blocks() as demo:
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with gr.Column():
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scale_rand = gr.Slider(0, 3, value=net.scale_sd, label="Scale of Randomness")
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with gr.Row():
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mdn_sample_button = gr.Button(value="Resample
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with gr.Row():
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default_im = sample_mdn(net.scale_sd, net.clamp_mdn)
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mdn_output = gr.HTML(default_im[0]["value"])
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with gr.Row():
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max_rand.change(fn=sample_mdn, inputs=[scale_rand, max_rand], outputs=[mdn_output, randomness_download], show_progress=False)
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scale_rand.change(fn=sample_mdn, inputs=[scale_rand, max_rand], outputs=[mdn_output, randomness_download], show_progress=False)
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mdn_sample_button.click(fn=sample_mdn, inputs=[scale_rand, max_rand], outputs=[mdn_output, randomness_download], show_progress=False)
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mdn_word.submit(fn=update_mdn_word, inputs=[mdn_word], outputs=[mdn_output, randomness_download], show_progress=False)
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demo.launch()
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all_word_writer_Ws = []
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all_word_writer_Cs = []
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writer_weight = 0.7
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writer_svg = None
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# data for char interpolation
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blend_chars = ["y", "s"]
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default_mean_global_W = convenience.get_mean_global_W(net, default_loaded_data, device)
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char_Ws = default_mean_global_W.reshape(1, 1, convenience.L)
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char_Cs = all_Cs = torch.zeros(1, 2, convenience.L, convenience.L)
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char_svg = None
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# data for MDN
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mdn_words = ["hello", "world"]
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mdn_mean_global_W = None
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all_word_mdn_Ws = []
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all_word_mdn_Cs = []
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mdn_svg = None
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def update_writer_word(target_word):
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writer_words.clear()
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# for writer interpolation
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def update_writer_slider(val):
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global writer_weight
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global writer_svg
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writer_weight = val
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weights = [1 - writer_weight, writer_weight]
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net.clamp_mdn = 0
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writer_svg = convenience.draw_words_svg(writer_words, all_word_writer_Ws, all_word_writer_Cs, weights, net)
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return gr.HTML.update(value=writer_svg.tostring()), gr.Slider.update(visible=False), gr.Button.update(visible=True)
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def update_chosen_writers(writer1, writer2):
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return gr.Slider.update(label=f"{writer1} vs. {writer2}"), *update_writer_slider(writer_weight)
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def update_writer_download():
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writer_svg.saveas("./DSD_writer_interpolation.svg")
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return gr.File.update(value="./DSD_writer_interpolation.svg", visible=True), gr.Button.update(visible=False)
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# for character blend
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def update_char_slider(weight):
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"""Generates an image of handwritten text based on target_sentence"""
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global char_weight
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global char_svg
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net.clamp_mdn = 0
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char_weight = weight
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character_weights = [1 - weight, weight]
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all_W_c = convenience.get_character_blend_W_c(character_weights, char_Ws, char_Cs)
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all_commands = convenience.get_commands(net, blend_chars[0], all_W_c)
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char_svg = convenience.commands_to_svg(all_commands, 750, 160, 375)
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return gr.HTML.update(value=char_svg.tostring()), gr.Slider.update(visible=False), gr.Button.update(visible=True)
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def update_blend_chars(c1, c2):
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return gr.Slider.update(label=f"'{c1}' vs. '{c2}'")
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def update_char_download():
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char_svg.saveas("./DSD_char_interpolation.svg")
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return gr.File.update(value="./DSD_char_interpolation.svg", visible=True), gr.Button.update(visible=False)
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# for MDN
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def sample_mdn(maxs, maxr):
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global mdn_svg
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net.clamp_mdn = maxr
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net.scale_sd = maxs
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mdn_svg = convenience.draw_words_svg(mdn_words, all_word_mdn_Ws, all_word_mdn_Cs, [1], net)
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return gr.HTML.update(value=mdn_svg.tostring()), gr.Slider.update(visible=False), gr.Button.update(visible=True)
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def update_mdn_download():
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mdn_svg.saveas("./DSD_add_randomness.svg")
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return gr.File.update(value="./DSD_add_randomness.svg", visible=True), gr.Button.update(visible=False)
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update_writer_word(" ".join(writer_words))
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update_chosen_writers(f"Writer {chosen_writers[0]}", f"Writer {chosen_writers[1]}")
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update_mdn_word(" ".join(writer_words))
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update_blend_chars(*blend_chars)
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with gr.Blocks() as demo:
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writer1 = gr.Radio(left_ratio_options, value="Style 120", label="Style for first writer")
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with gr.Column():
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writer2 = gr.Radio(right_ratio_options, value="Style 80", label="Style for second writer")
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with gr.Row():
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writer_submit = gr.Button("Submit")
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with gr.Row():
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writer_slider = gr.Slider(0, 1, value=writer_weight, label="Style 120 vs. Style 80")
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with gr.Row():
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writer_default_image = update_writer_slider(writer_weight)
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writer_output = gr.HTML(writer_default_image[0]["value"])
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with gr.Row():
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writer_download_btn = gr.Button("Save to SVG file")
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writer_download = gr.File(interactive=False, show_label=False, visible=False)
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writer_submit.click(fn=update_writer_slider, inputs=[writer_slider], outputs=[writer_output, writer_download, writer_download_btn], show_progress=False)
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writer_slider.change(fn=update_writer_slider, inputs=[writer_slider], outputs=[writer_output, writer_download, writer_download_btn], show_progress=False)
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target_word.submit(fn=update_writer_word, inputs=[target_word], outputs=[writer_output, writer_download, writer_download_btn], show_progress=False)
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writer1.change(fn=update_chosen_writers, inputs=[writer1, writer2], outputs=[writer_slider, writer_output, writer_download, writer_download_btn])
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writer2.change(fn=update_chosen_writers, inputs=[writer1, writer2], outputs=[writer_slider, writer_output, writer_download, writer_download_btn])
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writer_download_btn.click(fn=update_writer_download, inputs=[], outputs=[writer_download, writer_download_btn])
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writer_download_btn.style(full_width="true")
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with gr.TabItem("Blend Characters"):
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with gr.Row():
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with gr.Column():
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char1 = gr.Dropdown(choices=avail_char_list, value=blend_chars[0], label="Character 1")
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with gr.Column():
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char2 = gr.Dropdown(choices=avail_char_list, value=blend_chars[1], label="Character 2")
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with gr.Row():
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char_submit_button = gr.Button(value="Submit")
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with gr.Row():
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char_slider = gr.Slider(0, 1, value=char_weight, label=f"'{blend_chars[0]}' vs. '{blend_chars[1]}'")
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with gr.Row():
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char_default_image = update_char_slider(char_weight)
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char_output = gr.HTML(char_default_image[0]["value"])
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with gr.Row():
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char_download_btn = gr.Button("Save to SVG file")
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char_download = gr.File(interactive=False, show_label=False, visible=False)
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char_slider.change(fn=update_char_slider, inputs=[char_slider], outputs=[char_output, char_download, char_download_btn], show_progress=False)
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char1.change(fn=update_blend_chars, inputs=[char1, char2], outputs=[char_slider])
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char2.change(fn=update_blend_chars, inputs=[char1, char2], outputs=[char_slider])
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char_submit_button.click(fn=update_char_slider, inputs=[char_slider], outputs=[char_output, char_download, char_download_btn], show_progress=False)
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char_download_btn.click(fn=update_char_download, inputs=[], outputs=[char_download, char_download_btn], show_progress=True)
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char_download_btn.style(full_width="true")
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with gr.TabItem("Add Randomness"):
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mdn_word = gr.Textbox(label="Target Word", value=" ".join(mdn_words), max_lines=1)
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with gr.Row():
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with gr.Column():
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scale_rand = gr.Slider(0, 3, value=net.scale_sd, label="Scale of Randomness")
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with gr.Row():
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mdn_sample_button = gr.Button(value="Resample")
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with gr.Row():
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default_im = sample_mdn(net.scale_sd, net.clamp_mdn)
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mdn_output = gr.HTML(default_im[0]["value"])
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with gr.Row():
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randomness_download_btn = gr.Button("Save to SVG file")
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randomness_download = gr.File(interactive=False, show_label=False, visible=False)
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max_rand.change(fn=sample_mdn, inputs=[scale_rand, max_rand], outputs=[mdn_output, randomness_download, randomness_download_btn], show_progress=False)
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scale_rand.change(fn=sample_mdn, inputs=[scale_rand, max_rand], outputs=[mdn_output, randomness_download, randomness_download_btn], show_progress=False)
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mdn_sample_button.click(fn=sample_mdn, inputs=[scale_rand, max_rand], outputs=[mdn_output, randomness_download, randomness_download_btn], show_progress=False)
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mdn_word.submit(fn=update_mdn_word, inputs=[mdn_word], outputs=[mdn_output, randomness_download, randomness_download_btn], show_progress=False)
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randomness_download_btn.click(fn=update_mdn_download, inputs=[], outputs=[randomness_download, randomness_download_btn])
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randomness_download_btn.style(full_width="true")
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demo.launch()
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