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Added model selection #36

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35 changes: 27 additions & 8 deletions stablehorde/gimp-stable-diffusion-horde.py
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Original file line number Diff line number Diff line change
Expand Up @@ -119,7 +119,7 @@ def checkStatus():
elif data["done"] == True:
return

def generate(image, drawable, mode, initStrength, promptStrength, steps, seed, nsfw, prompt, apikey, maxWaitMin):
def generate(image, drawable, mode, selModel, initStrength, promptStrength, steps, seed, nsfw, prompt, apikey, maxWaitMin):
if image.width < 384 or image.width > 1024 or image.height < 384 or image.height > 1024:
raise Exception("Invalid image size. Image needs to be between 384x384 and 1024x1024.")

Expand All @@ -131,9 +131,10 @@ def generate(image, drawable, mode, initStrength, promptStrength, steps, seed, n

pdb.gimp_progress_init("", None)

global checkMax
global checkMax, modelList
checkMax = (maxWaitMin * 60)/CHECK_WAIT

selectedModel = [ modelList[selModel] ]

try:
params = {
"cfg_scale": float(promptStrength),
Expand All @@ -143,12 +144,13 @@ def generate(image, drawable, mode, initStrength, promptStrength, steps, seed, n

data = {
"params": params,
"models": selectedModel,
"prompt": prompt,
"nsfw": nsfw,
"censor_nsfw": False,
"r2": True
}

if image.width % 64 != 0:
width = math.floor(image.width/64) * 64
else:
Expand All @@ -169,10 +171,10 @@ def generate(image, drawable, mode, initStrength, promptStrength, steps, seed, n
params.update({"denoising_strength": (1 - float(initStrength))})
elif mode == "MODE_INPAINTING":
init = getImageData(image, drawable)
models = ["stable_diffusion_inpainting"]
#models = ["stable_diffusion_inpainting"]
data.update({"source_image": init})
data.update({"source_processing": "inpainting"})
data.update({"models": models})
#data.update({"models": models})

data = json.dumps(data)

Expand Down Expand Up @@ -218,6 +220,22 @@ def generate(image, drawable, mode, initStrength, promptStrength, steps, seed, n

return

def getAvailModels():

url = API_ROOT + "status/models?type=image"
response = urllib2.urlopen(url)
data = response.read()
data = json.loads(data)

modelList = []
for model in data:
modelList.append(model["name"])
modelList = sorted(modelList)

return modelList

modelList = getAvailModels()

register(
"stable-horde",
"stable-horde",
Expand All @@ -233,14 +251,15 @@ def generate(image, drawable, mode, initStrength, promptStrength, steps, seed, n
("Image -> Image", "MODE_IMG2IMG"),
("Inpainting", "MODE_INPAINTING")
)),
(PF_OPTION, "selModel", "Model", 0, modelList),
(PF_SLIDER, "initStrength", "Init Strength", 0.3, (0, 1, 0.1)),
(PF_SLIDER, "promptStrength", "Prompt Strength", 8, (0, 20, 1)),
(PF_SLIDER, "steps", "Steps", 50, (10, 150, 1)),
(PF_STRING, "seed", "Seed (optional)", ""),
(PF_TOGGLE, "nsfw", "NSFW", False),
(PF_TOGGLE, "nsfw", "NSFW", True),
(PF_STRING, "prompt", "Prompt", ""),
(PF_STRING, "apiKey", "API key (optional)", ""),
(PF_SLIDER, "maxWaitMin", "Max Wait (minutes)", 5, (1, 5, 1))
(PF_SLIDER, "maxWaitMin", "Max Wait (minutes)", 5, (1, 15, 1))
],
[],
generate
Expand Down