aboutsummaryrefslogtreecommitdiff
path: root/modules/api/api.py
diff options
context:
space:
mode:
Diffstat (limited to 'modules/api/api.py')
-rw-r--r--modules/api/api.py58
1 files changed, 53 insertions, 5 deletions
diff --git a/modules/api/api.py b/modules/api/api.py
index 5b0c934e..a04f2428 100644
--- a/modules/api/api.py
+++ b/modules/api/api.py
@@ -1,5 +1,5 @@
-from modules.api.processing import StableDiffusionProcessingAPI
-from modules.processing import StableDiffusionProcessingTxt2Img, process_images
+from modules.api.processing import StableDiffusionTxt2ImgProcessingAPI, StableDiffusionImg2ImgProcessingAPI
+from modules.processing import StableDiffusionProcessingTxt2Img, StableDiffusionProcessingImg2Img, process_images
from modules.sd_samplers import all_samplers
from modules.extras import run_pnginfo
import modules.shared as shared
@@ -10,6 +10,7 @@ from pydantic import BaseModel, Field, Json
import json
import io
import base64
+from PIL import Image
sampler_to_index = lambda name: next(filter(lambda row: name.lower() == row[1].name.lower(), enumerate(all_samplers)), None)
@@ -18,6 +19,11 @@ class TextToImageResponse(BaseModel):
parameters: Json
info: Json
+class ImageToImageResponse(BaseModel):
+ images: list[str] = Field(default=None, title="Image", description="The generated image in base64 format.")
+ parameters: Json
+ info: Json
+
class Api:
def __init__(self, app, queue_lock):
@@ -25,8 +31,9 @@ class Api:
self.app = app
self.queue_lock = queue_lock
self.app.add_api_route("/sdapi/v1/txt2img", self.text2imgapi, methods=["POST"])
+ self.app.add_api_route("/sdapi/v1/img2img", self.img2imgapi, methods=["POST"])
- def text2imgapi(self, txt2imgreq: StableDiffusionProcessingAPI ):
+ def text2imgapi(self, txt2imgreq: StableDiffusionTxt2ImgProcessingAPI):
sampler_index = sampler_to_index(txt2imgreq.sampler_index)
if sampler_index is None:
@@ -54,8 +61,49 @@ class Api:
- def img2imgapi(self):
- raise NotImplementedError
+ def img2imgapi(self, img2imgreq: StableDiffusionImg2ImgProcessingAPI):
+ sampler_index = sampler_to_index(img2imgreq.sampler_index)
+
+ if sampler_index is None:
+ raise HTTPException(status_code=404, detail="Sampler not found")
+
+
+ init_images = img2imgreq.init_images
+ if init_images is None:
+ raise HTTPException(status_code=404, detail="Init image not found")
+
+
+ populate = img2imgreq.copy(update={ # Override __init__ params
+ "sd_model": shared.sd_model,
+ "sampler_index": sampler_index[0],
+ "do_not_save_samples": True,
+ "do_not_save_grid": True
+ }
+ )
+ p = StableDiffusionProcessingImg2Img(**vars(populate))
+
+ imgs = []
+ for img in init_images:
+ # if has a comma, deal with prefix
+ if "," in img:
+ img = img.split(",")[1]
+ # convert base64 to PIL image
+ img = base64.b64decode(img)
+ img = Image.open(io.BytesIO(img))
+ imgs = [img] * p.batch_size
+
+ p.init_images = imgs
+ # Override object param
+ with self.queue_lock:
+ processed = process_images(p)
+
+ b64images = []
+ for i in processed.images:
+ buffer = io.BytesIO()
+ i.save(buffer, format="png")
+ b64images.append(base64.b64encode(buffer.getvalue()))
+
+ return ImageToImageResponse(images=b64images, parameters=json.dumps(vars(img2imgreq)), info=json.dumps(processed.info))
def extrasapi(self):
raise NotImplementedError