diff --git a/app.py b/app.py
index 76c50be..0b4b828 100644
--- a/app.py
+++ b/app.py
@@ -16,16 +16,21 @@ IMAGE_EXTENSIONS = (".png", ".jpg", ".jpeg", ".webp", ".bmp")
 
 def _extract_image_from_stdout(stdout: str) -> Path | None:
     for line in reversed(stdout.splitlines()):
-        text = line.strip().strip("\"'")
-        if not text:
-            continue
+        # Try the whole line, then the part after the last colon
+        # (handles "Card generated and saved to: generated_card.png")
+        raw = line.strip().strip("\"'")
+        candidates = [raw]
+        if ":" in raw:
+            candidates.append(raw.rsplit(":", 1)[1].strip().strip("\"'"))
 
-        candidate = Path(text)
-        if not candidate.is_absolute():
-            candidate = APP_DIR / candidate
-
-        if candidate.suffix.lower() in IMAGE_EXTENSIONS and candidate.exists():
-            return candidate
+        for text in candidates:
+            if not text:
+                continue
+            candidate = Path(text)
+            if not candidate.is_absolute():
+                candidate = APP_DIR / candidate
+            if candidate.suffix.lower() in IMAGE_EXTENSIONS and candidate.exists():
+                return candidate
 
     return None
 
@@ -33,10 +38,16 @@ def _extract_image_from_stdout(stdout: str) -> Path | None:
 
 def run_prompt_pipeline(prompt_text: str) -> tuple[Path | None, str, list[str]]:
     cmd = [
-        "python prompt_to_card_pipeline.py ",
+        sys.executable, "prompt_to_card_pipeline.py",
         prompt_text,
-        "--text-cleaner-path text-cleaner/text_cleaning_pipeline.py   --infer-script-path clean-text-to-keywords/infer_json_usage.py   --checkpoint pokemon_card_lora   --template clean-text-to-keywords/json_template_example.json   --generator-module card_generator_adapter.py   --device cuda   --save-path generated_card.png   --print-json"
-
+        "--text-cleaner-path", "text-cleaner/text_cleaning_pipeline.py",
+        "--infer-script-path", "clean-text-to-keywords/infer_json_usage.py",
+        "--checkpoint", "pokemon_card_lora",
+        "--template", "clean-text-to-keywords/json_template_example.json",
+        "--generator-module", "card_generator_adapter.py",
+        "--device", "cuda",
+        "--save-path", "generated_card.png",
+        "--print-json",
     ]
 
     result = subprocess.run(
@@ -116,7 +127,7 @@ if generate:
         st.warning("Veuillez entrer une description avant de générer.")
    else:
         with st.spinner("Génération de la carte Pokémon..."):
-            image, logs = run_prompt_pipeline(raw_text)
+            image, logs, _cmd = run_prompt_pipeline(raw_text)
 
         if image is not None:
             st.image(image, caption="Carte Pokémon générée", width="stretch")