Create main.py

main.py

@@ -0,0 +1,35 @@
+import os
+import gdown
+from pathlib import Path
+from fastapi import FastAPI
+
+app = FastAPI()
+
+def download_weights():
+    # Create directories if they don't exist
+    Path("weights/icon_detect").mkdir(parents=True, exist_ok=True)
+    Path("weights/icon_caption_florence").mkdir(parents=True, exist_ok=True)
+    
+    # Correct file mapping with Drive file IDs and their corresponding local paths
+    files_to_download = {
+        "1hUCqZ3X8mcM-KcwWFjcsFg7PA0hUvE3k": "weights/icon_caption_florence/model.safetensors",
+        "1p-Y7rd0FfjNnv_jewCi7ZjXH3T-qtyAa": "weights/icon_detect/best.pt"
+    }
+    
+    for file_id, output_path in files_to_download.items():
+        if not os.path.exists(output_path):
+            print(f"Downloading {output_path}...")
+            url = f"https://drive.google.com/uc?id={file_id}"
+            gdown.download(url, output_path, quiet=False)
+            print(f"Downloaded {output_path}")
+        else:
+            print(f"File {output_path} already exists, skipping download")
+
+@app.on_event("startup")
+def startup_event():
+    print("FastAPI app is starting, checking and downloading weights if necessary...")
+    download_weights()
+
+@app.get("/")
+def root():
+    return {"message": "FastAPI app is running and weights are ready!"}