diff --git a/modules/interrogate.py b/modules/interrogate.py index 40c6b082..3a09b366 100644 --- a/modules/interrogate.py +++ b/modules/interrogate.py @@ -14,6 +14,8 @@ import modules.shared as shared from modules import devices, paths, lowvram blip_image_eval_size = 384 +blip_local_dir = os.path.join('models', 'Interrogator') +blip_local_file = os.path.join(blip_local_dir, 'model_base_caption_capfilt_large.pth') blip_model_url = 'https://storage.googleapis.com/sfr-vision-language-research/BLIP/models/model_base_caption_capfilt_large.pth' clip_model_name = 'ViT-L/14' @@ -47,7 +49,16 @@ class InterrogateModels: def load_blip_model(self): import models.blip - blip_model = models.blip.blip_decoder(pretrained=blip_model_url, image_size=blip_image_eval_size, vit='base', med_config=os.path.join(paths.paths["BLIP"], "configs", "med_config.json")) + if not os.path.isfile(blip_local_file): + if not os.path.isdir(blip_local_dir): + os.mkdir(blip_local_dir) + + print("Downloading BLIP...") + from requests import get as reqget + open(blip_local_file, 'wb').write(reqget(blip_model_url, allow_redirects=True).content) + print("BLIP downloaded to", blip_local_file + '.') + + blip_model = models.blip.blip_decoder(pretrained=blip_local_file, image_size=blip_image_eval_size, vit='base', med_config=os.path.join(paths.paths["BLIP"], "configs", "med_config.json")) blip_model.eval() return blip_model