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Running
on
Zero
Running
on
Zero
Update app.py
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app.py
CHANGED
@@ -20,28 +20,21 @@ os.chdir("Stable_Diffusion_Finetuned_Minecraft_Skin_Generator")
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@spaces.GPU()
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def run_inference(prompt, stable_diffusion_model, num_inference_steps, guidance_scale, model_precision_type, seed, filename,
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# inference
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if stable_diffusion_model == '2':
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sd_model = "minecraft-skins"
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sd_model = "minecraft-skins-sdxl"
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inference_command = f"python Scripts/{sd_model}.py '{prompt}' {num_inference_steps} {guidance_scale} {model_precision_type} {seed} {filename} {'--verbose' if verbose else ''}"
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os.system(inference_command)
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# view it
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if
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from pygltflib.utils import ImageFormat, Texture, Material, Image as GLTFImage
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os.chdir("Scripts")
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command_3d_model = f"python to_3d_model.py '{filename}'"
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os.system(command_3d_model)
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os.chdir("..")
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glb_path = os.path.join(f"output_minecraft_skins/{filename}_3d_model.glb")
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return os.path.join(f"output_minecraft_skins/{filename}"), glb_path
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else:
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return os.path.join(f"output_minecraft_skins/{filename}"), None
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@@ -54,7 +47,7 @@ guidance_scale = gr.Number(minimum=0.1, value=7.5, label="Guidance Scale", info=
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model_precision_type = gr.Dropdown(["fp16", "fp32"], value="fp16", label="Model Precision Type", info="The precision type to load the model, like fp16 which is faster, or fp32 which gives better results")
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seed = gr.Number(value=42, label="Seed", info="A starting point to initiate generation, put 0 for a random one")
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filename = gr.Textbox(label="Output Image Name", info="The name of the file of the output image skin, keep the.png", value="output-skin.png")
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verbose = gr.Checkbox(label="Verbose Output", info="Produce more detailed output while running", value=False)
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@@ -69,12 +62,12 @@ gr.Interface(
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model_precision_type,
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seed,
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filename,
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verbose
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],
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outputs=[
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gr.Image(label="Generated Minecraft Skin Image Asset"),
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gr.Model3D(clear_color=[0.0, 0.0, 0.0, 0.0], label="3D Model")
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],
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title="Minecraft Skin Generator",
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description="Make AI generated Minecraft Skins by a Finetuned Stable Diffusion Version!<br>Model used: https://github.com/Nick088Official/Stable_Diffusion_Finetuned_Minecraft_Skin_Generator<br>Credits: [Monadical-SAS](https://github.com/Monadical-SAS/minecraft_skin_generator) (Creators of the model), [Nick088](https://linktr.ee/Nick088) (Improving usage of the model), daroche (helping me fix the 3d model texture isue), [Brottweiler](https://gist.github.com/Brottweiler/483d0856c6692ef70cf90bf1a85ce364)(script to fix the 3d model texture, [meew](https://huggingface.co/spaces/meeww/Minecraft_Skin_Generator/blob/main/models/player_model.glb) (Minecraft Player 3d model)",
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@spaces.GPU()
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def run_inference(prompt, stable_diffusion_model, num_inference_steps, guidance_scale, model_precision_type, seed, filename, model_3d, verbose):
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# inference
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if stable_diffusion_model == '2':
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sd_model = "minecraft-skins"
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elif stable_diffusion_model == 'xl':
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sd_model = "minecraft-skins-sdxl"
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inference_command = f"python Scripts/{sd_model}.py '{prompt}' {num_inference_steps} {guidance_scale} {model_precision_type} {seed} {filename} {'--model_3d' if model_3d else ''} {'--verbose' if verbose else ''}"
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os.system(inference_command)
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# view it also as 3d model or not output
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if model_3d:
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return os.path.join(f"output_minecraft_skins/{filename}"), glb_pathos.path.join(f"output_minecraft_skins/{filename}_3d_model.glb")
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else:
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return os.path.join(f"output_minecraft_skins/{filename}"), None
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model_precision_type = gr.Dropdown(["fp16", "fp32"], value="fp16", label="Model Precision Type", info="The precision type to load the model, like fp16 which is faster, or fp32 which gives better results")
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seed = gr.Number(value=42, label="Seed", info="A starting point to initiate generation, put 0 for a random one")
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filename = gr.Textbox(label="Output Image Name", info="The name of the file of the output image skin, keep the.png", value="output-skin.png")
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model_3d = gr.Checkbox(label="See in 3D", info="View the generated skin as a 3D Model", value=True)
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verbose = gr.Checkbox(label="Verbose Output", info="Produce more detailed output while running", value=False)
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model_precision_type,
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seed,
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filename,
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model_3d,
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verbose
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],
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outputs=[
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gr.Image(label="Generated Minecraft Skin Image Asset"),
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gr.Model3D(clear_color=[0.0, 0.0, 0.0, 0.0], label="3D Model View of the Skin")
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],
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title="Minecraft Skin Generator",
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description="Make AI generated Minecraft Skins by a Finetuned Stable Diffusion Version!<br>Model used: https://github.com/Nick088Official/Stable_Diffusion_Finetuned_Minecraft_Skin_Generator<br>Credits: [Monadical-SAS](https://github.com/Monadical-SAS/minecraft_skin_generator) (Creators of the model), [Nick088](https://linktr.ee/Nick088) (Improving usage of the model), daroche (helping me fix the 3d model texture isue), [Brottweiler](https://gist.github.com/Brottweiler/483d0856c6692ef70cf90bf1a85ce364)(script to fix the 3d model texture, [meew](https://huggingface.co/spaces/meeww/Minecraft_Skin_Generator/blob/main/models/player_model.glb) (Minecraft Player 3d model)",
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