diff options
Diffstat (limited to 'modules/interrogate.py')
| -rw-r--r-- | modules/interrogate.py | 9 |
1 files changed, 8 insertions, 1 deletions
diff --git a/modules/interrogate.py b/modules/interrogate.py index 9769aa34..1a9c758e 100644 --- a/modules/interrogate.py +++ b/modules/interrogate.py @@ -14,6 +14,7 @@ import modules.shared as shared from modules import devices, paths, lowvram
blip_image_eval_size = 384
+blip_model_local = os.path.join('models', 'Interrogator', 'BLIP_model.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 +48,13 @@ 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_model_local):
+ print("Downloading BLIP...")
+ import requests as req
+ open(blip_model_local, 'wb').write(req.get(blip_model_url, allow_redirects=True).content)
+ print("BLIP downloaded to", blip_model_local + '.')
+
+ blip_model = models.blip.blip_decoder(pretrained=blip_model_local, 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
|