diff --git a/requirements.txt b/requirements.txt
index 8cb1bd4..70dd7ce 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,29 +1,32 @@
-# YOLOv5 requirements
+# YOLOv5 🚀 requirements
 # Usage: pip install -r requirements.txt
 
-# Base ----------------------------------------
+# Base ------------------------------------------------------------------------
+ipython  # interactive notebook
 matplotlib>=3.2.2
 numpy>=1.18.5
 opencv-python>=4.1.1
 Pillow>=7.1.2
+psutil  # system resources
 PyYAML>=5.3.1
 requests>=2.23.0
 scipy>=1.4.1
-torch>=1.7.0  # see https://pytorch.org/get-started/locally/ (recommended)
+thop>=0.1.1  # FLOPs computation
+torch>=1.7.0  # see https://pytorch.org/get-started/locally (recommended)
 torchvision>=0.8.1
 tqdm>=4.64.0
 # protobuf<=3.20.1  # https://github.com/ultralytics/yolov5/issues/8012
 
-# Logging -------------------------------------
+# Logging ---------------------------------------------------------------------
 tensorboard>=2.4.1
 # clearml>=1.2.0
 # comet
 
-# Plotting ------------------------------------
+# Plotting --------------------------------------------------------------------
 pandas>=1.1.4
 seaborn>=0.11.0
 
-# Export --------------------------------------
+# Export ----------------------------------------------------------------------
 # coremltools>=6.0  # CoreML export
 # onnx>=1.9.0  # ONNX export
 # onnx-simplifier>=0.4.1  # ONNX simplifier
@@ -34,14 +37,12 @@ seaborn>=0.11.0
 # tensorflowjs>=3.9.0  # TF.js export
 # openvino-dev  # OpenVINO export
 
-# Deploy --------------------------------------
+# Deploy ----------------------------------------------------------------------
 # tritonclient[all]~=2.24.0
 
-# Extras --------------------------------------
-ipython  # interactive notebook
-psutil  # system utilization
-thop>=0.1.1  # FLOPs computation
+# Extras ----------------------------------------------------------------------
 # mss  # screenshots
 # albumentations>=1.0.3
 # pycocotools>=2.0  # COCO mAP
 # roboflow
+# ultralytics  # HUB https://hub.ultralytics.com
diff --git a/utils/docker/Dockerfile b/utils/docker/Dockerfile
index 7ec6efa..a5035c6 100644
--- a/utils/docker/Dockerfile
+++ b/utils/docker/Dockerfile
@@ -16,7 +16,7 @@ RUN apt update && apt install --no-install-recommends -y zip htop screen libgl1-
 COPY requirements.txt .
 RUN python -m pip install --upgrade pip wheel
 RUN pip uninstall -y Pillow torchtext  # torch torchvision
-RUN pip install --no-cache -r requirements.txt albumentations comet gsutil notebook Pillow>=9.1.0 \
+RUN pip install --no-cache -r requirements.txt ultralytics albumentations comet gsutil notebook Pillow>=9.1.0 \
     'opencv-python<4.6.0.66' \
     --extra-index-url https://download.pytorch.org/whl/cu113
 
diff --git a/utils/docker/Dockerfile-arm64 b/utils/docker/Dockerfile-arm64
index 6e8ff77..8ec7162 100644
--- a/utils/docker/Dockerfile-arm64
+++ b/utils/docker/Dockerfile-arm64
@@ -17,7 +17,7 @@ RUN apt install --no-install-recommends -y python3-pip git zip curl htop gcc lib
 # Install pip packages
 COPY requirements.txt .
 RUN python3 -m pip install --upgrade pip wheel
-RUN pip install --no-cache -r requirements.txt gsutil notebook \
+RUN pip install --no-cache -r requirements.txt ultralytics gsutil notebook \
     tensorflow-aarch64
     # tensorflowjs \
     # onnx onnx-simplifier onnxruntime \
diff --git a/utils/docker/Dockerfile-cpu b/utils/docker/Dockerfile-cpu
index f3f81ec..017e282 100644
--- a/utils/docker/Dockerfile-cpu
+++ b/utils/docker/Dockerfile-cpu
@@ -17,7 +17,7 @@ RUN apt install --no-install-recommends -y python3-pip git zip curl htop libgl1-
 # Install pip packages
 COPY requirements.txt .
 RUN python3 -m pip install --upgrade pip wheel
-RUN pip install --no-cache -r requirements.txt albumentations gsutil notebook \
+RUN pip install --no-cache -r requirements.txt ultralytics albumentations gsutil notebook \
     coremltools onnx onnx-simplifier onnxruntime tensorflow-cpu tensorflowjs \
     # openvino-dev \
     --extra-index-url https://download.pytorch.org/whl/cpu