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Add WD14 image reverse inference prompt words #170

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Add WD14 image reverse inference prompt words #170

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Add WD14 image reverse inference prompt words
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@zdoek001
zdoek001 committed Jun 13, 2024
commit 689a60c4b9ee06ee0fe0e4ff5b66ef79e6d8407d
22 changes: 22 additions & 0 deletions webuiapi/webuiapi.py
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Original file line number Diff line number Diff line change
Expand Up @@ -401,6 +401,7 @@ def __init__(
host="127.0.0.1",
port=7860,
baseurl=None,
taggerurl=None,
sampler="Euler a",
scheduler="automatic",
steps=20,
Expand All @@ -413,8 +414,15 @@ def __init__(
baseurl = f"https://{host}:{port}/sdapi/v1"
else:
baseurl = f"http://{host}:{port}/sdapi/v1"

if taggerurl is None:
if use_https:
taggerurl = f"https://{host}:{port}/tagger/v1"
else:
taggerurl = f"http://{host}:{port}/tagger/v1"

self.baseurl = baseurl
self.taggerurl = taggerurl
self.default_sampler = sampler
self.default_scheduler = scheduler
self.default_steps = steps
Expand Down Expand Up @@ -948,6 +956,20 @@ def interrogate(self, image, model="clip"):

response = self.session.post(url=f"{self.baseurl}/interrogate", json=payload)
return self._to_api_result(response)

def WD14_interrogate(self, image, model="wd14-vit-v2-git",threshold=0.35):
payload = {
"image": b64_img(image) if isinstance(image, Image.Image) else image,
"model": model,
'threshold':threshold,
}

response = self.session.post(url=f"{self.taggerurl}/interrogate", json=payload)
return self._to_api_result(response)

def WD14_interrogators(self):
response = self.session.get(url=f"{self.taggerurl}/interrogators")
return response.json()

def list_prompt_gen_models(self):
r = self.custom_get("promptgen/list_models")
Expand Down