148 lines
4.0 KiB
Python
148 lines
4.0 KiB
Python
from min_dalle import MinDalle
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import sys
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import PIL
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import PIL.Image
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import PIL.ImageTk
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import tkinter
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from tkinter import ttk
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def regen_root():
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global root
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global blank_image
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global padding_image
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root = tkinter.Tk()
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root.wm_resizable(False, False)
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blank_image = PIL.ImageTk.PhotoImage(PIL.Image.new(size=(256 * 2, 256 * 2), mode="RGB"))
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padding_image = PIL.ImageTk.PhotoImage(PIL.Image.new(size=(16, 16), mode="RGBA"))
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regen_root()
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is_mega = None
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def set_mega_true_and_destroy():
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global is_mega
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is_mega = True
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root.destroy()
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def set_mega_false_and_destroy():
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global is_mega
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is_mega = False
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root.destroy()
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frm = ttk.Frame(root, padding=16)
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frm.grid()
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ttk.Button(frm, text="Mega", command=set_mega_true_and_destroy).grid(column=0, row=0)
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ttk.Label(frm, image=padding_image).grid(column=1, row=0)
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ttk.Button(frm, text="Mini", command=set_mega_false_and_destroy).grid(column=2, row=0)
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root.mainloop()
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if is_mega is None:
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print("no option selected")
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sys.exit(0)
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print("is_mega", is_mega)
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model = MinDalle(
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models_root="./pretrained",
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is_mega=is_mega,
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is_reusable=True,
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is_verbose=True
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)
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regen_root()
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label_image_content = blank_image
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sv_prompt = tkinter.StringVar(value="artificial intelligence")
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sv_temperature = tkinter.StringVar(value="1")
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sv_topk = tkinter.StringVar(value="128")
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sv_supercond = tkinter.StringVar(value="16")
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bv_seamless = tkinter.BooleanVar(value=False)
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def generate():
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# check fields
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try:
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temperature = float(sv_temperature.get())
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except:
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sv_temperature.set("ERROR")
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return
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try:
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topk = int(sv_topk.get())
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except:
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sv_topk.set("ERROR")
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return
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try:
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supercond = int(sv_supercond.get())
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except:
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sv_supercond.set("ERROR")
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return
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try:
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is_seamless = bool(bv_seamless.get())
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except:
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return
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# and continue
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global label_image_content
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image_stream = model.generate_image_stream(
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sv_prompt.get(),
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grid_size=2,
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seed=-1,
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progressive_outputs=True,
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is_seamless=is_seamless,
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temperature=temperature,
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top_k=topk,
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supercondition_factor=supercond,
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is_verbose=True
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)
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for image in image_stream:
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global final_image
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final_image = image
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label_image_content = PIL.ImageTk.PhotoImage(image)
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label_image.configure(image=label_image_content)
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label_image.update()
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def save():
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final_image.save('generated/out.png')
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frm = ttk.Frame(root, padding=16)
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frm.grid()
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props = ttk.Frame(frm)
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# outer structure (hbox)
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label_image = ttk.Label(frm, image=blank_image)
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label_image.grid(column=0, row=0)
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ttk.Label(frm, image=padding_image).grid(column=1, row=0)
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props.grid(column=2, row=0)
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# inner structure (properties and shit)
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# prompt field
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ttk.Label(props, text="Prompt:").grid(column=0, row=0)
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ttk.Entry(props, textvariable=sv_prompt).grid(column=1, row=0)
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#
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ttk.Label(props, image=padding_image).grid(column=0, row=1)
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# temperature field
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ttk.Label(props, text="Temperature:").grid(column=0, row=2)
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ttk.Entry(props, textvariable=sv_temperature).grid(column=1, row=2)
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#
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ttk.Label(props, image=padding_image).grid(column=0, row=3)
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# topk field
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ttk.Label(props, text="Top-K:").grid(column=0, row=4)
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ttk.Entry(props, textvariable=sv_topk).grid(column=1, row=4)
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#
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ttk.Label(props, image=padding_image).grid(column=0, row=5)
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# superconditioning field
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ttk.Label(props, text="Supercondition Factor:").grid(column=0, row=6)
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ttk.Entry(props, textvariable=sv_supercond).grid(column=1, row=6)
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#
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ttk.Label(props, image=padding_image).grid(column=0, row=7)
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# seamless
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ttk.Label(props, text="Seamless:").grid(column=0, row=8)
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ttk.Checkbutton(props, variable=bv_seamless).grid(column=1, row=8)
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#
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ttk.Label(props, image=padding_image).grid(column=0, row=9)
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# buttons
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ttk.Button(props, text="Generate", command=generate).grid(column=0, row=10)
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ttk.Button(props, text="Quit", command=root.destroy).grid(column=1, row=10)
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ttk.Button(props, text="Save", command=save).grid(column=2, row=10)
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root.mainloop() |