Add YOLOv5 tutorials to docs.ultralytics.com (#1657)

Co-authored-by: ayush chaurasia <ayush.chaurarsia@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Sergiu Waxmann <47978446+sergiuwaxmann@users.noreply.github.com>

mkdocs.yml

@@ -9,9 +9,10 @@ remote_name: https://github.com/ultralytics/docs
 theme:
   name: "material"
   logo: https://github.com/ultralytics/assets/raw/main/logo/Ultralytics_Logotype_Reverse.svg
-  favicon: https://github.com/ultralytics/assets/raw/main/logo/favicon-yolo.ico
+  favicon: assets/favicon.ico
   font:
     text: Roboto
+    code: Roboto Mono
 
   palette:
     # Palette toggle for light mode
@@ -30,6 +31,7 @@ theme:
   features:
     - content.action.edit
     - content.code.annotate
+    - content.code.copy
     - content.tooltips
     - search.highlight
     - search.share
@@ -85,6 +87,7 @@ extra_css:
 markdown_extensions:
   # Div text decorators
   - admonition
+  - md_in_html
   - pymdownx.details
   - pymdownx.superfences
   - tables
@@ -95,12 +98,11 @@ markdown_extensions:
       anchor_linenums: true
   - pymdownx.inlinehilite
   - pymdownx.snippets
-
-  # Button
-  - attr_list
+  - pymdownx.emoji:
+      emoji_index: !!python/name:materialx.emoji.twemoji  # noqa
+      emoji_generator: !!python/name:materialx.emoji.to_svg
 
   # Content tabs
-  - pymdownx.superfences
   - pymdownx.tabbed:
       alternate_style: true
 
@@ -151,4 +153,23 @@ nav:
           - Results: reference/results.md
       - ultralytics.nn: reference/nn.md
       - Operations: reference/ops.md
+  - YOLOv5:
+      - yolov5/index.md
+      - Train Custom Data: yolov5/train_custom_data.md
+      - Tips for Best Training Results: yolov5/tips_for_best_training_results.md
+      - Multi-GPU Training: yolov5/multi_gpu_training.md
+      - PyTorch Hub: yolov5/pytorch_hub.md
+      - TFLite, ONNX, CoreML, TensorRT Export: yolov5/export.md
+      - NVIDIA Jetson Nano Deployment: yolov5/jetson_nano.md
+      - Test-Time Augmentation (TTA): yolov5/tta.md
+      - Model Ensembling: yolov5/ensemble.md
+      - Pruning/Sparsity Tutorial: yolov5/pruning_sparsity.md
+      - Hyperparameter evolution: yolov5/hyp_evolution.md
+      - Transfer learning with frozen layers: yolov5/transfer_learn_frozen.md
+      - Architecture Summary: yolov5/architecture.md
+      - Roboflow for Datasets, Labeling, and Active Learning: yolov5/roboflow.md
+      - Neural Magic's DeepSparse: yolov5/neural_magic.md
+      - Comet Logging: yolov5/comet.md
+      - Clearml Logging: yolov5/clearml.md
+
   - Security: SECURITY.md