Created
May 4, 2022 18:50
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ClothingGAN - Demo UI
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| #@title Demo UI | |
| import gradio as gr | |
| import numpy as np | |
| def generate_image(seed, c0, c1, c2, c3, c4, c5, c6): | |
| seed = int(seed) | |
| params = {'c0': c0, | |
| 'c1': c1, | |
| 'c2': c2, | |
| 'c3': c3, | |
| 'c4': c4, | |
| 'c5': c5, | |
| 'c6': c6} | |
| # Assigns slider to the principal components | |
| param_indexes = {'c0': 0, | |
| 'c1': 1, | |
| 'c2': 2, | |
| 'c3': 3, | |
| 'c4': 4, | |
| 'c5': 5, | |
| 'c6': 6} | |
| # Save the values from the sliders | |
| directions = [] | |
| distances = [] | |
| for k, v in params.items(): | |
| directions.append(latent_dirs[param_indexes[k]]) | |
| distances.append(v) | |
| # Additional settings for image generation | |
| start_layer = 0 | |
| end_layer = 14 | |
| truncation = 0.5 | |
| return display_sample_pytorch(seed, truncation, directions, distances, scale, int(start_layer), int(end_layer), disp=False) | |
| # Create a number input for seed | |
| seed = gr.inputs.Number(default=0, label="Seed 1") | |
| slider_max_val = 20 | |
| slider_min_val = -20 | |
| slider_step = 1 | |
| # Create the sliders input | |
| c0 = gr.inputs.Slider(label="Sleeve & Size", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| c1 = gr.inputs.Slider(label="Dress - Jacket", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| c2 = gr.inputs.Slider(label="Female Coat", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| c3 = gr.inputs.Slider(label="Coat", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| c4 = gr.inputs.Slider(label="Graphics", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| c5 = gr.inputs.Slider(label="Dark", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| c6 = gr.inputs.Slider(label="Less Cleavage", minimum=slider_min_val, maximum=slider_max_val, default=0) | |
| inputs = [seed, c0, c1, c2, c3, c4, c5, c6] | |
| # Launch demo | |
| gr.Interface(generate_image, inputs, ["image"], live=True, title="ClothingGAN").launch(debug=True) |
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AttributeError Traceback (most recent call last)
in <cell line: 39>()
37
38 # Create a number input for seed
---> 39 seed = gr.inputs.Number(default=0, label="Seed 1")
40
41 slider_max_val = 20
AttributeError: module 'gradio' has no attribute 'inputs'