Use !uv pip install in Jupyter notebooks

notebooks/how-to-count-the-objects-using-ultralytics-yolo.ipynb

@@ -76,7 +76,7 @@
         "id": "wbvMlHd_QwMG"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "\n",
         "import ultralytics\n",
         "import cv2\n",

notebooks/how-to-export-the-validation-results-into-dataframe-csv-sql-and-other-formats.ipynb

@@ -71,7 +71,7 @@
         }
       ],
       "source": [
-        "%pip install ultralytics  # Install Ultralytics YOLO package\n",
+        "!uv pip install ultralytics  # Install Ultralytics YOLO package\n",
         "\n",
         "# Import and verify installation\n",
         "import ultralytics\n",
@@ -532,4 +532,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 0
-}
+}

notebooks/how-to-generate-heatmaps-using-ultralytics-yolo.ipynb

@@ -78,7 +78,7 @@
     }
    ],
    "source": [
-    "!pip install ultralytics\n",
+    "!uv pip install ultralytics\n",
     "\n",
     "import cv2\n",
     "import ultralytics\n",

notebooks/how-to-monitor-objects-in-queue-using-queue-management-solution.ipynb

@@ -83,7 +83,7 @@
         "outputId": "01245876-8635-43bb-9a5c-4b6176484dba"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "\n",
         "import ultralytics\n",
         "import cv2\n",

notebooks/how-to-monitor-workouts-using-ultralytics-yolo.ipynb

@@ -80,7 +80,7 @@
     }
    ],
    "source": [
-    "!pip install ultralytics\n",
+    "!uv pip install ultralytics\n",
     "\n",
     "import cv2\n",
     "import ultralytics\n",

notebooks/how-to-track-the-objects-in-zone-using-ultralytics-yolo.ipynb

@@ -77,7 +77,7 @@
         "id": "wbvMlHd_QwMG"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "\n",
         "import ultralytics\n",
         "import cv2\n",

notebooks/how-to-train-ultralytics-yolo-on-brain-tumor-detection-dataset.ipynb

@@ -96,7 +96,7 @@
         "outputId": "2e1e3635-7e3c-404d-8f28-dd15f6b1bea3"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ],

notebooks/how-to-train-ultralytics-yolo-on-carparts-segmentation-dataset.ipynb

@@ -92,7 +92,7 @@
         "id": "wbvMlHd_QwMG"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ],

notebooks/how-to-train-ultralytics-yolo-on-crack-segmentation-dataset.ipynb

@@ -95,7 +95,7 @@
         "id": "wbvMlHd_QwMG"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ],

notebooks/how-to-train-ultralytics-yolo-on-homeobjects-dataset.ipynb

@@ -80,7 +80,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ]

notebooks/how-to-train-ultralytics-yolo-on-medical-pills-dataset.ipynb

@@ -98,7 +98,7 @@
         "outputId": "dc288ecf-d09d-4a22-8b37-7169b5a56e37"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ],

notebooks/how-to-train-ultralytics-yolo-on-package-segmentation-dataset.ipynb

@@ -93,7 +93,7 @@
         "id": "wbvMlHd_QwMG"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ],

notebooks/how-to-use-florence-2-for-object-detection-image-captioning-ocr-and-segmentation.ipynb

@@ -78,7 +78,7 @@
     }
    ],
    "source": [
-    "!pip install transformers==4.49.0 ultralytics\n",
+    "!uv pip install transformers==4.49.0 ultralytics\n",
     "\n",
     "import cv2\n",
     "import numpy as np\n",

notebooks/how-to-use-google-gemini-models-for-object-detection-image-captioning-and-ocr.ipynb

@@ -92,7 +92,7 @@
     }
    ],
    "source": [
-    "!pip install -U -q google-genai ultralytics\n",
+    "!uv pip install -U -q google-genai ultralytics\n",
     "\n",
     "import json\n",
     "\n",

notebooks/how-to-use-ultralytics-yolo-with-openai-for-number-plate-recognition.ipynb

@@ -79,7 +79,7 @@
     }
    ],
    "source": [
-    "!pip install ultralytics\n",
+    "!uv pip install ultralytics\n",
     "\n",
     "import base64\n",
     "\n",

notebooks/how-to-use-ultralytics-yolo-with-sahi.ipynb

@@ -81,7 +81,7 @@
         }
       },
       "source": [
-        "!pip install ultralytics sahi\n",
+        "!uv pip install ultralytics sahi\n",
         "import ultralytics\n",
         "from ultralytics.utils.downloads import safe_download\n",
         "ultralytics.checks()"

notebooks/inference-with-meta-sam-and-sam2-using-ultralytics-python-package.ipynb

@@ -94,7 +94,7 @@
         "outputId": "45361f29-2899-4751-aed8-aca158d314ba"
       },
       "source": [
-        "!pip install ultralytics\n",
+        "!uv pip install ultralytics\n",
         "import ultralytics\n",
         "ultralytics.checks()"
       ],