clean

        # convert base64 to PIL image

        return Image.open(io.BytesIO(imgdata))

    def __processed_info_to_json(self, processed):

        return json.dumps(processed.info)

    def text2imgapi(self, txt2imgreq: StableDiffusionTxt2ImgProcessingAPI):

        sampler_index = sampler_to_index(txt2imgreq.sampler_index)

            b64images.append(base64.b64encode(buffer.getvalue()))

        if (not img2imgreq.include_init_images):

            # remove img2imgreq.init_images and img2imgreq.mask

            img2imgreq.init_images = None

            img2imgreq.mask = None

                field=underscore(k),

                field_alias=k,

                field_type=field_type_generator(k, v),

                field_value=v.default,

                field_value=v.default

            )

            for (k,v) in self._class_data.items() if k not in API_NOT_ALLOWED

        ]