From 67c8e11be74180be19341aebbd6a246c37a79fbb Mon Sep 17 00:00:00 2001 From: snowmeow2 Date: Mon, 7 Nov 2022 02:32:06 +0800 Subject: [PATCH] Adding DeepDanbooru to the interrogation API --- modules/api/api.py | 16 ++++++++++++++-- modules/api/models.py | 1 + 2 files changed, 15 insertions(+), 2 deletions(-) diff --git a/modules/api/api.py b/modules/api/api.py index 688469ad7..596a6616a 100644 --- a/modules/api/api.py +++ b/modules/api/api.py @@ -15,6 +15,9 @@ from modules.sd_models import checkpoints_list from modules.realesrgan_model import get_realesrgan_models from typing import List +if shared.cmd_opts.deepdanbooru: + from modules.deepbooru import get_deepbooru_tags + def upscaler_to_index(name: str): try: return [x.name.lower() for x in shared.sd_upscalers].index(name.lower()) @@ -220,11 +223,20 @@ class Api: if image_b64 is None: raise HTTPException(status_code=404, detail="Image not found") - img = self.__base64_to_image(image_b64) + img = decode_base64_to_image(image_b64) + img = img.convert('RGB') # Override object param with self.queue_lock: - processed = shared.interrogator.interrogate(img) + if interrogatereq.model == "clip": + processed = shared.interrogator.interrogate(img) + elif interrogatereq.model == "deepdanbooru": + if shared.cmd_opts.deepdanbooru: + processed = get_deepbooru_tags(img) + else: + raise HTTPException(status_code=404, detail="Model not found. Add --deepdanbooru when launching for using the model.") + else: + raise HTTPException(status_code=404, detail="Model not found") return InterrogateResponse(caption=processed) diff --git a/modules/api/models.py b/modules/api/models.py index 34dbfa163..f9cd929e6 100644 --- a/modules/api/models.py +++ b/modules/api/models.py @@ -170,6 +170,7 @@ class ProgressResponse(BaseModel): class InterrogateRequest(BaseModel): image: str = Field(default="", title="Image", description="Image to work on, must be a Base64 string containing the image's data.") + model: str = Field(default="clip", title="Model", description="The interrogate model used.") class InterrogateResponse(BaseModel): caption: str = Field(default=None, title="Caption", description="The generated caption for the image.")