You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
148 lines
4.0 KiB
148 lines
4.0 KiB
from min_dalle import MinDalle |
|
import sys |
|
import PIL |
|
import PIL.Image |
|
import PIL.ImageTk |
|
import tkinter |
|
from tkinter import ttk |
|
|
|
def regen_root(): |
|
global root |
|
global blank_image |
|
global padding_image |
|
|
|
root = tkinter.Tk() |
|
root.wm_resizable(False, False) |
|
|
|
blank_image = PIL.ImageTk.PhotoImage(PIL.Image.new(size=(256 * 2, 256 * 2), mode="RGB")) |
|
padding_image = PIL.ImageTk.PhotoImage(PIL.Image.new(size=(16, 16), mode="RGBA")) |
|
|
|
regen_root() |
|
|
|
is_mega = None |
|
def set_mega_true_and_destroy(): |
|
global is_mega |
|
is_mega = True |
|
root.destroy() |
|
def set_mega_false_and_destroy(): |
|
global is_mega |
|
is_mega = False |
|
root.destroy() |
|
|
|
frm = ttk.Frame(root, padding=16) |
|
frm.grid() |
|
ttk.Button(frm, text="Mega", command=set_mega_true_and_destroy).grid(column=0, row=0) |
|
ttk.Label(frm, image=padding_image).grid(column=1, row=0) |
|
ttk.Button(frm, text="Mini", command=set_mega_false_and_destroy).grid(column=2, row=0) |
|
root.mainloop() |
|
|
|
if is_mega is None: |
|
print("no option selected") |
|
sys.exit(0) |
|
|
|
print("is_mega", is_mega) |
|
|
|
model = MinDalle( |
|
models_root="./pretrained", |
|
is_mega=is_mega, |
|
is_reusable=True, |
|
is_verbose=True |
|
) |
|
|
|
regen_root() |
|
|
|
label_image_content = blank_image |
|
|
|
sv_prompt = tkinter.StringVar(value="artificial intelligence") |
|
sv_temperature = tkinter.StringVar(value="1") |
|
sv_topk = tkinter.StringVar(value="128") |
|
sv_supercond = tkinter.StringVar(value="16") |
|
bv_seamless = tkinter.BooleanVar(value=False) |
|
|
|
def generate(): |
|
# check fields |
|
try: |
|
temperature = float(sv_temperature.get()) |
|
except: |
|
sv_temperature.set("ERROR") |
|
return |
|
try: |
|
topk = int(sv_topk.get()) |
|
except: |
|
sv_topk.set("ERROR") |
|
return |
|
try: |
|
supercond = int(sv_supercond.get()) |
|
except: |
|
sv_supercond.set("ERROR") |
|
return |
|
try: |
|
is_seamless = bool(bv_seamless.get()) |
|
except: |
|
return |
|
# and continue |
|
global label_image_content |
|
image_stream = model.generate_image_stream( |
|
sv_prompt.get(), |
|
grid_size=2, |
|
seed=-1, |
|
progressive_outputs=True, |
|
is_seamless=is_seamless, |
|
temperature=temperature, |
|
top_k=topk, |
|
supercondition_factor=supercond, |
|
is_verbose=True |
|
) |
|
for image in image_stream: |
|
global final_image |
|
final_image = image |
|
label_image_content = PIL.ImageTk.PhotoImage(image) |
|
label_image.configure(image=label_image_content) |
|
label_image.update() |
|
|
|
def save(): |
|
final_image.save('generated/out.png') |
|
|
|
frm = ttk.Frame(root, padding=16) |
|
frm.grid() |
|
|
|
props = ttk.Frame(frm) |
|
|
|
# outer structure (hbox) |
|
label_image = ttk.Label(frm, image=blank_image) |
|
label_image.grid(column=0, row=0) |
|
ttk.Label(frm, image=padding_image).grid(column=1, row=0) |
|
props.grid(column=2, row=0) |
|
|
|
# inner structure (properties and shit) |
|
# prompt field |
|
ttk.Label(props, text="Prompt:").grid(column=0, row=0) |
|
ttk.Entry(props, textvariable=sv_prompt).grid(column=1, row=0) |
|
# |
|
ttk.Label(props, image=padding_image).grid(column=0, row=1) |
|
# temperature field |
|
ttk.Label(props, text="Temperature:").grid(column=0, row=2) |
|
ttk.Entry(props, textvariable=sv_temperature).grid(column=1, row=2) |
|
# |
|
ttk.Label(props, image=padding_image).grid(column=0, row=3) |
|
# topk field |
|
ttk.Label(props, text="Top-K:").grid(column=0, row=4) |
|
ttk.Entry(props, textvariable=sv_topk).grid(column=1, row=4) |
|
# |
|
ttk.Label(props, image=padding_image).grid(column=0, row=5) |
|
# superconditioning field |
|
ttk.Label(props, text="Supercondition Factor:").grid(column=0, row=6) |
|
ttk.Entry(props, textvariable=sv_supercond).grid(column=1, row=6) |
|
# |
|
ttk.Label(props, image=padding_image).grid(column=0, row=7) |
|
# seamless |
|
ttk.Label(props, text="Seamless:").grid(column=0, row=8) |
|
ttk.Checkbutton(props, variable=bv_seamless).grid(column=1, row=8) |
|
# |
|
ttk.Label(props, image=padding_image).grid(column=0, row=9) |
|
# buttons |
|
ttk.Button(props, text="Generate", command=generate).grid(column=0, row=10) |
|
ttk.Button(props, text="Quit", command=root.destroy).grid(column=1, row=10) |
|
ttk.Button(props, text="Save", command=save).grid(column=2, row=10) |
|
|
|
root.mainloop() |