update OD model

app.py

@@ -18,7 +18,7 @@ BASE_DIR = os.path.dirname(os.path.abspath(__file__))
 MAX_BATCH = 10
 
 # Option A: local file baked into Space (easiest if allowed)
-YOLO_WEIGHTS = os.path.join(BASE_DIR, "yolo11_best.pt")
+YOLO_WEIGHTS = os.path.join(BASE_DIR, "yolo11_150_best.pt")
 
 # Option B (optional): pull from a private HF model repo using a Space secret
 # Set these env vars in your Space if you want auto-download:
@@ -219,8 +219,9 @@ else:
         title="🌊 BenthicAI — Object Detection",
         description=(
             "Run YOLO object detection on multiple images. "
-            "Place 'yolo11_best.pt' in the repo root, OR set YOLO_REPO_ID (+ HF_TOKEN if private) "
-            "to fetch from the Hub."
+            "Upload up to 10 images at a time. The model detects various benthic species. "
+            "Adjust the confidence and IoU thresholds as needed."
+
         ),
     )
 

yolo11_150_best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c11a0bb413e9f8ae1e124e52d54a20a0a3753f0d50c118da499cab1d420f3eff
+size 5486746