Add patches section and fix Docs CI (#3193)

docs/reference/yolo/utils/autobatch.md

@@ -11,4 +11,4 @@ keywords: YOLOv5, batch size, training, Ultralytics Autobatch, object detection,
 # autobatch
 ---
 :::ultralytics.yolo.utils.autobatch.autobatch
-<br><br>
+<br><br>

docs/reference/yolo/utils/benchmarks.md

@@ -11,4 +11,4 @@ keywords: Ultralytics YOLO, ProfileModels, benchmark, model inference, detection
 # benchmark
 ---
 :::ultralytics.yolo.utils.benchmarks.benchmark
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/base.md

@@ -136,4 +136,4 @@ keywords: YOLO, Ultralytics, callbacks, object detection, training, inference
 # add_integration_callbacks
 ---
 :::ultralytics.yolo.utils.callbacks.base.add_integration_callbacks
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/clearml.md

@@ -36,4 +36,4 @@ keywords: Ultralytics YOLO, callbacks, log plots, epoch monitoring, training end
 # on_train_end
 ---
 :::ultralytics.yolo.utils.callbacks.clearml.on_train_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/comet.md

@@ -121,4 +121,4 @@ keywords: Ultralytics, YOLO, callbacks, Comet ML, log images, log predictions, l
 # on_train_end
 ---
 :::ultralytics.yolo.utils.callbacks.comet.on_train_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/dvc.md

@@ -51,4 +51,4 @@ keywords: Ultralytics, YOLO, Utils, DVC, Callbacks, images, plots, confusion mat
 # on_train_end
 ---
 :::ultralytics.yolo.utils.callbacks.dvc.on_train_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/hub.md

@@ -41,4 +41,4 @@ keywords: Ultralytics, YOLO, callbacks, on_pretrain_routine_end, on_fit_epoch_en
 # on_export_start
 ---
 :::ultralytics.yolo.utils.callbacks.hub.on_export_start
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/mlflow.md

@@ -16,4 +16,4 @@ keywords: Ultralytics, YOLO, Utils, MLflow, callbacks, on_pretrain_routine_end,
 # on_train_end
 ---
 :::ultralytics.yolo.utils.callbacks.mlflow.on_train_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/neptune.md

@@ -41,4 +41,4 @@ keywords: Ultralytics, YOLO, Neptune, Callbacks, log scalars, log images, log pl
 # on_train_end
 ---
 :::ultralytics.yolo.utils.callbacks.neptune.on_train_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/raytune.md

@@ -6,4 +6,4 @@ keywords: on_fit_epoch_end, Ultralytics YOLO, callback function, training, model
 # on_fit_epoch_end
 ---
 :::ultralytics.yolo.utils.callbacks.raytune.on_fit_epoch_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/tensorboard.md

@@ -21,4 +21,4 @@ keywords: TensorBoard callbacks, YOLO training, ultralytics YOLO
 # on_fit_epoch_end
 ---
 :::ultralytics.yolo.utils.callbacks.tensorboard.on_fit_epoch_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/callbacks/wb.md

@@ -26,4 +26,4 @@ keywords: Ultralytics, YOLO, callbacks, weights, biases, training
 # on_train_end
 ---
 :::ultralytics.yolo.utils.callbacks.wb.on_train_end
-<br><br>
+<br><br>

docs/reference/yolo/utils/checks.md

@@ -86,4 +86,4 @@ keywords: YOLO, Ultralytics, Utils, Checks, image sizing, version updates, font
 # print_args
 ---
 :::ultralytics.yolo.utils.checks.print_args
-<br><br>
+<br><br>

docs/reference/yolo/utils/dist.md

@@ -21,4 +21,4 @@ keywords: ultralytics, YOLO, utils, dist, distributed deep learning, DDP file, D
 # ddp_cleanup
 ---
 :::ultralytics.yolo.utils.dist.ddp_cleanup
-<br><br>
+<br><br>

docs/reference/yolo/utils/downloads.md

@@ -31,4 +31,4 @@ keywords: Ultralytics YOLO, downloads, trained models, datasets, weights, deep l
 # download
 ---
 :::ultralytics.yolo.utils.downloads.download
-<br><br>
+<br><br>

docs/reference/yolo/utils/errors.md

@@ -6,4 +6,4 @@ keywords: HUBModelError, Ultralytics YOLO, YOLO Documentation, Object detection
 # HUBModelError
 ---
 :::ultralytics.yolo.utils.errors.HUBModelError
-<br><br>
+<br><br>

docs/reference/yolo/utils/files.md

@@ -36,4 +36,4 @@ keywords: YOLO, object detection, file utils, file age, file size, working direc
 # make_dirs
 ---
 :::ultralytics.yolo.utils.files.make_dirs
-<br><br>
+<br><br>

docs/reference/yolo/utils/instance.md

@@ -16,4 +16,4 @@ keywords: Ultralytics, YOLO, Bboxes, _ntuple, object detection, instance segment
 # _ntuple
 ---
 :::ultralytics.yolo.utils.instance._ntuple
-<br><br>
+<br><br>

docs/reference/yolo/utils/loss.md

@@ -36,4 +36,4 @@ keywords: Ultralytics, YOLO, loss functions, object detection, keypoint detectio
 # v8ClassificationLoss
 ---
 :::ultralytics.yolo.utils.loss.v8ClassificationLoss
-<br><br>
+<br><br>

docs/reference/yolo/utils/metrics.md

@@ -96,4 +96,4 @@ keywords: YOLOv5, metrics, losses, confusion matrix, detection metrics, pose met
 # ap_per_class
 ---
 :::ultralytics.yolo.utils.metrics.ap_per_class
-<br><br>
+<br><br>

docs/reference/yolo/utils/ops.md

@@ -136,4 +136,4 @@ keywords: Ultralytics, YOLO, Utils Ops, Functions, coco80_to_coco91_class, scale
 # clean_str
 ---
 :::ultralytics.yolo.utils.ops.clean_str
-<br><br>
+<br><br>

docs/reference/yolo/utils/patches.md

@@ -0,0 +1,24 @@
+---
+description: Learn how to use the Ultralytics YOLO Utils package's imread and imshow functions. These functions are used for reading and writing image files. Try out our TorchSave feature today.
+keywords: imread, imshow, ultralytics, YOLO, image files, torchsave
+---
+
+# imread
+---
+:::ultralytics.yolo.utils.patches.imread
+<br><br>
+
+# imwrite
+---
+:::ultralytics.yolo.utils.patches.imwrite
+<br><br>
+
+# imshow
+---
+:::ultralytics.yolo.utils.patches.imshow
+<br><br>
+
+# torch_save
+---
+:::ultralytics.yolo.utils.patches.torch_save
+<br><br>

docs/reference/yolo/utils/plotting.md

@@ -41,4 +41,4 @@ keywords: YOLO, object detection, plotting, visualization, annotator, save one b
 # feature_visualization
 ---
 :::ultralytics.yolo.utils.plotting.feature_visualization
-<br><br>
+<br><br>

docs/reference/yolo/utils/tal.md

@@ -31,4 +31,4 @@ keywords: Ultrayltics, YOLO, select_candidates_in_gts, make_anchor, bbox2dist, o
 # bbox2dist
 ---
 :::ultralytics.yolo.utils.tal.bbox2dist
-<br><br>
+<br><br>

docs/reference/yolo/utils/torch_utils.md

@@ -131,4 +131,4 @@ keywords: Ultralytics YOLO, Torch, Utils, Pytorch, Object Detection
 # profile
 ---
 :::ultralytics.yolo.utils.torch_utils.profile
-<br><br>
+<br><br>