add latest model

allsynthetic-imgsize768.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65362ca715c08973334b0488fb0cada234bff39a20cfa6a6d79eb111e744864e
+size 131183383

app.py

@@ -14,7 +14,7 @@ from icevision.models.checkpoint import *
 from PIL import Image as PILImage
 
 # checkpoint_path = "./2022-01-15-vfnet-post-self-train.pth"
-checkpoint_path = "./best_model.pth"
+checkpoint_path = "./allsynthetic-imgsize768.pth"
 checkpoint_and_model = model_from_checkpoint(checkpoint_path)
 model = checkpoint_and_model["model"]
 model_type = checkpoint_and_model["model_type"]
@@ -102,7 +102,7 @@ def predict(pdf, confidence, generate_file):
                     valid_tfms,
                     model,
                     class_map=class_map,
-                    detection_threshold=0.7,
+                    detection_threshold=confidence / 100,
                     display_label=True,
                     display_bbox=True,
                     return_img=True,