Spaces:
Running
Running
Delete mkdocs.yml
Browse files- mkdocs.yml +0 -769
mkdocs.yml
DELETED
@@ -1,769 +0,0 @@
|
|
1 |
-
# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
|
2 |
-
|
3 |
-
# Configuration file for building the Ultralytics YOLO documentation site using MkDocs.
|
4 |
-
# Provides settings to control site metadata, customize the appearance using the
|
5 |
-
# Material theme, define the navigation structure, and enable various plugins.
|
6 |
-
|
7 |
-
# Site metadata
|
8 |
-
site_name: Ultralytics YOLO Docs
|
9 |
-
site_description: Explore Ultralytics YOLO, a cutting-edge real-time object detection and image segmentation model for various applications and hardware platforms.
|
10 |
-
site_url: https://docs.ultralytics.com
|
11 |
-
site_author: Ultralytics
|
12 |
-
repo_url: https://github.com/ultralytics/ultralytics
|
13 |
-
edit_uri: https://github.com/ultralytics/ultralytics/tree/main/docs/en/
|
14 |
-
repo_name: ultralytics/ultralytics
|
15 |
-
remote_name: https://github.com/ultralytics/docs
|
16 |
-
docs_dir: "docs/en/" # where to find the markdown files
|
17 |
-
site_dir: "site/" # where to publish to
|
18 |
-
use_directory_urls: true # don't display 'index.html' in slugs
|
19 |
-
|
20 |
-
# Theme customization
|
21 |
-
theme:
|
22 |
-
name: material
|
23 |
-
language: en
|
24 |
-
custom_dir: docs/overrides/
|
25 |
-
logo: https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Reverse.svg
|
26 |
-
favicon: https://raw.githubusercontent.com/ultralytics/assets/refs/heads/main/logo/favicon-yolo.png
|
27 |
-
icon:
|
28 |
-
repo: fontawesome/brands/github
|
29 |
-
# font: # disabled for faster page load times
|
30 |
-
# text: Helvetica
|
31 |
-
# code: Roboto Mono
|
32 |
-
palette:
|
33 |
-
- media: "(prefers-color-scheme)"
|
34 |
-
toggle:
|
35 |
-
icon: material/brightness-auto
|
36 |
-
name: Switch to light mode
|
37 |
-
- media: "(prefers-color-scheme: dark)"
|
38 |
-
scheme: slate
|
39 |
-
primary: black
|
40 |
-
accent: indigo
|
41 |
-
toggle:
|
42 |
-
icon: material/brightness-4
|
43 |
-
name: Switch to system preference
|
44 |
-
- media: "(prefers-color-scheme: light)"
|
45 |
-
scheme: default
|
46 |
-
primary: indigo
|
47 |
-
accent: indigo
|
48 |
-
toggle:
|
49 |
-
icon: material/brightness-7
|
50 |
-
name: Switch to dark mode
|
51 |
-
features:
|
52 |
-
- content.action.edit
|
53 |
-
- content.code.annotate
|
54 |
-
- content.code.copy
|
55 |
-
- content.tooltips
|
56 |
-
- search.highlight
|
57 |
-
- search.share
|
58 |
-
- search.suggest
|
59 |
-
- toc.follow
|
60 |
-
- navigation.top
|
61 |
-
- navigation.tabs
|
62 |
-
- navigation.tabs.sticky
|
63 |
-
- navigation.prune
|
64 |
-
- navigation.footer
|
65 |
-
- navigation.tracking
|
66 |
-
- navigation.instant
|
67 |
-
- navigation.instant.progress
|
68 |
-
- navigation.indexes
|
69 |
-
- navigation.sections # navigation.expand or navigation.sections
|
70 |
-
- content.tabs.link # all code tabs change simultaneously
|
71 |
-
|
72 |
-
# Customization
|
73 |
-
copyright: <a href="https://www.ultralytics.com/" target="_blank">© 2025 Ultralytics Inc.</a> All rights reserved.
|
74 |
-
extra: # version:
|
75 |
-
homepage: https://www.ultralytics.com/
|
76 |
-
# provider: mike # version drop-down menu
|
77 |
-
robots: robots.txt
|
78 |
-
analytics:
|
79 |
-
provider: google
|
80 |
-
property: G-2M5EHKC0BH
|
81 |
-
social:
|
82 |
-
- icon: fontawesome/brands/github
|
83 |
-
link: https://github.com/ultralytics
|
84 |
-
- icon: fontawesome/brands/linkedin
|
85 |
-
link: https://www.linkedin.com/company/ultralytics/
|
86 |
-
- icon: fontawesome/brands/x-twitter
|
87 |
-
link: https://twitter.com/ultralytics
|
88 |
-
- icon: fontawesome/brands/youtube
|
89 |
-
link: https://youtube.com/ultralytics?sub_confirmation=1
|
90 |
-
- icon: fontawesome/brands/docker
|
91 |
-
link: https://hub.docker.com/r/ultralytics/ultralytics/
|
92 |
-
- icon: fontawesome/brands/python
|
93 |
-
link: https://pypi.org/project/ultralytics/
|
94 |
-
- icon: fontawesome/brands/discord
|
95 |
-
link: https://discord.com/invite/ultralytics
|
96 |
-
- icon: fontawesome/brands/reddit
|
97 |
-
link: https://reddit.com/r/ultralytics
|
98 |
-
|
99 |
-
extra_css:
|
100 |
-
- stylesheets/style.css
|
101 |
-
|
102 |
-
extra_javascript:
|
103 |
-
- javascript/extra.js
|
104 |
-
- javascript/giscus.js
|
105 |
-
|
106 |
-
markdown_extensions:
|
107 |
-
- admonition
|
108 |
-
- md_in_html
|
109 |
-
- tables
|
110 |
-
- attr_list
|
111 |
-
- def_list
|
112 |
-
- pymdownx.critic
|
113 |
-
- pymdownx.caret
|
114 |
-
- pymdownx.keys
|
115 |
-
- pymdownx.mark
|
116 |
-
- pymdownx.tilde
|
117 |
-
- pymdownx.details
|
118 |
-
- pymdownx.superfences
|
119 |
-
- pymdownx.inlinehilite
|
120 |
-
- pymdownx.highlight:
|
121 |
-
anchor_linenums: true
|
122 |
-
- pymdownx.snippets:
|
123 |
-
base_path: ./
|
124 |
-
- pymdownx.emoji:
|
125 |
-
emoji_index: !!python/name:material.extensions.emoji.twemoji
|
126 |
-
emoji_generator: !!python/name:material.extensions.emoji.to_svg
|
127 |
-
- pymdownx.tabbed:
|
128 |
-
alternate_style: true
|
129 |
-
|
130 |
-
# Validation settings https://www.mkdocs.org/user-guide/configuration/#validation
|
131 |
-
validation:
|
132 |
-
nav:
|
133 |
-
omitted_files: info
|
134 |
-
not_found: warn
|
135 |
-
absolute_links: info
|
136 |
-
links:
|
137 |
-
absolute_links: relative_to_docs
|
138 |
-
anchors: warn
|
139 |
-
unrecognized_links: warn
|
140 |
-
|
141 |
-
# Primary navigation ---------------------------------------------------------------------------------------------------
|
142 |
-
nav:
|
143 |
-
- Home:
|
144 |
-
- Home: index.md
|
145 |
-
- Quickstart: quickstart.md
|
146 |
-
- Modes:
|
147 |
-
- modes/index.md
|
148 |
-
- Train: modes/train.md
|
149 |
-
- Val: modes/val.md
|
150 |
-
- Predict: modes/predict.md
|
151 |
-
- Export: modes/export.md
|
152 |
-
- Track: modes/track.md
|
153 |
-
- Benchmark: modes/benchmark.md
|
154 |
-
- Tasks:
|
155 |
-
- tasks/index.md
|
156 |
-
- Detect: tasks/detect.md
|
157 |
-
- Segment: tasks/segment.md
|
158 |
-
- Classify: tasks/classify.md
|
159 |
-
- Pose: tasks/pose.md
|
160 |
-
- OBB: tasks/obb.md
|
161 |
-
- Models:
|
162 |
-
- models/index.md
|
163 |
-
- Datasets:
|
164 |
-
- datasets/index.md
|
165 |
-
- Solutions:
|
166 |
-
- solutions/index.md
|
167 |
-
- Guides:
|
168 |
-
- guides/index.md
|
169 |
-
- YOLO11 🚀 NEW: models/yolo11.md # for promotion of new pages
|
170 |
-
- Languages:
|
171 |
-
- 🇬🇧  English: https://ultralytics.com/docs/
|
172 |
-
- 🇨🇳  简体中文: https://docs.ultralytics.com/zh/
|
173 |
-
- 🇰🇷  한국어: https://docs.ultralytics.com/ko/
|
174 |
-
- 🇯🇵  日本語: https://docs.ultralytics.com/ja/
|
175 |
-
- 🇷🇺  Русский: https://docs.ultralytics.com/ru/
|
176 |
-
- 🇩🇪  Deutsch: https://docs.ultralytics.com/de/
|
177 |
-
- 🇫🇷  Français: https://docs.ultralytics.com/fr/
|
178 |
-
- 🇪🇸  Español: https://docs.ultralytics.com/es/
|
179 |
-
- 🇵🇹  Português: https://docs.ultralytics.com/pt/
|
180 |
-
- 🇮🇹  Italiano: https://docs.ultralytics.com/it/
|
181 |
-
- 🇹🇷  Türkçe: https://docs.ultralytics.com/tr/
|
182 |
-
- 🇻🇳  Tiếng Việt: https://docs.ultralytics.com/vi/
|
183 |
-
- 🇸🇦  العربية: https://docs.ultralytics.com/ar/
|
184 |
-
- Quickstart:
|
185 |
-
- quickstart.md
|
186 |
-
- Usage:
|
187 |
-
- CLI: usage/cli.md
|
188 |
-
- Python: usage/python.md
|
189 |
-
- Callbacks: usage/callbacks.md
|
190 |
-
- Configuration: usage/cfg.md
|
191 |
-
- Simple Utilities: usage/simple-utilities.md
|
192 |
-
- Advanced Customization: usage/engine.md
|
193 |
-
- Modes:
|
194 |
-
- modes/index.md
|
195 |
-
- Train: modes/train.md
|
196 |
-
- Val: modes/val.md
|
197 |
-
- Predict: modes/predict.md
|
198 |
-
- Export: modes/export.md
|
199 |
-
- Track: modes/track.md
|
200 |
-
- Benchmark: modes/benchmark.md
|
201 |
-
- Tasks:
|
202 |
-
- tasks/index.md
|
203 |
-
- Detect: tasks/detect.md
|
204 |
-
- Segment: tasks/segment.md
|
205 |
-
- Classify: tasks/classify.md
|
206 |
-
- Pose: tasks/pose.md
|
207 |
-
- OBB: tasks/obb.md
|
208 |
-
- Models:
|
209 |
-
- models/index.md
|
210 |
-
- Datasets:
|
211 |
-
- datasets/index.md
|
212 |
-
- Solutions:
|
213 |
-
- solutions/index.md
|
214 |
-
- Guides:
|
215 |
-
- guides/index.md
|
216 |
-
- Modes:
|
217 |
-
- modes/index.md
|
218 |
-
- Train: modes/train.md
|
219 |
-
- Val: modes/val.md
|
220 |
-
- Predict: modes/predict.md
|
221 |
-
- Export: modes/export.md
|
222 |
-
- Track: modes/track.md
|
223 |
-
- Benchmark: modes/benchmark.md
|
224 |
-
- Tasks:
|
225 |
-
- tasks/index.md
|
226 |
-
- Detect: tasks/detect.md
|
227 |
-
- Segment: tasks/segment.md
|
228 |
-
- Classify: tasks/classify.md
|
229 |
-
- Pose: tasks/pose.md
|
230 |
-
- OBB: tasks/obb.md
|
231 |
-
- Tasks:
|
232 |
-
- tasks/index.md
|
233 |
-
- Detect: tasks/detect.md
|
234 |
-
- Segment: tasks/segment.md
|
235 |
-
- Classify: tasks/classify.md
|
236 |
-
- Pose: tasks/pose.md
|
237 |
-
- OBB: tasks/obb.md
|
238 |
-
- Modes:
|
239 |
-
- modes/index.md
|
240 |
-
- Train: modes/train.md
|
241 |
-
- Val: modes/val.md
|
242 |
-
- Predict: modes/predict.md
|
243 |
-
- Export: modes/export.md
|
244 |
-
- Track: modes/track.md
|
245 |
-
- Benchmark: modes/benchmark.md
|
246 |
-
- Models:
|
247 |
-
- models/index.md
|
248 |
-
- YOLOv3: models/yolov3.md
|
249 |
-
- YOLOv4: models/yolov4.md
|
250 |
-
- YOLOv5: models/yolov5.md
|
251 |
-
- YOLOv6: models/yolov6.md
|
252 |
-
- YOLOv7: models/yolov7.md
|
253 |
-
- YOLOv8: models/yolov8.md
|
254 |
-
- YOLOv9: models/yolov9.md
|
255 |
-
- YOLOv10: models/yolov10.md
|
256 |
-
- YOLO11 🚀 NEW: models/yolo11.md
|
257 |
-
- SAM (Segment Anything Model): models/sam.md
|
258 |
-
- SAM 2 (Segment Anything Model 2): models/sam-2.md
|
259 |
-
- MobileSAM (Mobile Segment Anything Model): models/mobile-sam.md
|
260 |
-
- FastSAM (Fast Segment Anything Model): models/fast-sam.md
|
261 |
-
- YOLO-NAS (Neural Architecture Search): models/yolo-nas.md
|
262 |
-
- RT-DETR (Realtime Detection Transformer): models/rtdetr.md
|
263 |
-
- YOLO-World (Real-Time Open-Vocabulary Object Detection): models/yolo-world.md
|
264 |
-
- Datasets:
|
265 |
-
- datasets/index.md
|
266 |
-
- Detection:
|
267 |
-
- datasets/detect/index.md
|
268 |
-
- Argoverse: datasets/detect/argoverse.md
|
269 |
-
- COCO: datasets/detect/coco.md
|
270 |
-
- LVIS: datasets/detect/lvis.md
|
271 |
-
- COCO8: datasets/detect/coco8.md
|
272 |
-
- GlobalWheat2020: datasets/detect/globalwheat2020.md
|
273 |
-
- Objects365: datasets/detect/objects365.md
|
274 |
-
- OpenImagesV7: datasets/detect/open-images-v7.md
|
275 |
-
- SKU-110K: datasets/detect/sku-110k.md
|
276 |
-
- VisDrone: datasets/detect/visdrone.md
|
277 |
-
- VOC: datasets/detect/voc.md
|
278 |
-
- xView: datasets/detect/xview.md
|
279 |
-
- RF100: datasets/detect/roboflow-100.md
|
280 |
-
- Brain-tumor: datasets/detect/brain-tumor.md
|
281 |
-
- African-wildlife: datasets/detect/african-wildlife.md
|
282 |
-
- Signature: datasets/detect/signature.md
|
283 |
-
- Medical-pills: datasets/detect/medical-pills.md
|
284 |
-
- Segmentation:
|
285 |
-
- datasets/segment/index.md
|
286 |
-
- COCO: datasets/segment/coco.md
|
287 |
-
- COCO8-seg: datasets/segment/coco8-seg.md
|
288 |
-
- Crack-seg: datasets/segment/crack-seg.md
|
289 |
-
- Carparts-seg: datasets/segment/carparts-seg.md
|
290 |
-
- Package-seg: datasets/segment/package-seg.md
|
291 |
-
- Pose:
|
292 |
-
- datasets/pose/index.md
|
293 |
-
- COCO: datasets/pose/coco.md
|
294 |
-
- COCO8-pose: datasets/pose/coco8-pose.md
|
295 |
-
- Tiger-pose: datasets/pose/tiger-pose.md
|
296 |
-
- Hand-keypoints: datasets/pose/hand-keypoints.md
|
297 |
-
- Dog-pose: datasets/pose/dog-pose.md
|
298 |
-
- Classification:
|
299 |
-
- datasets/classify/index.md
|
300 |
-
- Caltech 101: datasets/classify/caltech101.md
|
301 |
-
- Caltech 256: datasets/classify/caltech256.md
|
302 |
-
- CIFAR-10: datasets/classify/cifar10.md
|
303 |
-
- CIFAR-100: datasets/classify/cifar100.md
|
304 |
-
- Fashion-MNIST: datasets/classify/fashion-mnist.md
|
305 |
-
- ImageNet: datasets/classify/imagenet.md
|
306 |
-
- ImageNet-10: datasets/classify/imagenet10.md
|
307 |
-
- Imagenette: datasets/classify/imagenette.md
|
308 |
-
- Imagewoof: datasets/classify/imagewoof.md
|
309 |
-
- MNIST: datasets/classify/mnist.md
|
310 |
-
- Oriented Bounding Boxes (OBB):
|
311 |
-
- datasets/obb/index.md
|
312 |
-
- DOTAv2: datasets/obb/dota-v2.md
|
313 |
-
- DOTA8: datasets/obb/dota8.md
|
314 |
-
- Multi-Object Tracking:
|
315 |
-
- datasets/track/index.md
|
316 |
-
- Solutions 🚀 NEW:
|
317 |
-
- solutions/index.md
|
318 |
-
- Object Counting: guides/object-counting.md
|
319 |
-
- Object Cropping: guides/object-cropping.md
|
320 |
-
- Object Blurring: guides/object-blurring.md
|
321 |
-
- Workouts Monitoring: guides/workouts-monitoring.md
|
322 |
-
- Objects Counting in Regions: guides/region-counting.md
|
323 |
-
- Security Alarm System: guides/security-alarm-system.md
|
324 |
-
- Heatmaps: guides/heatmaps.md
|
325 |
-
- Instance Segmentation with Object Tracking: guides/instance-segmentation-and-tracking.md
|
326 |
-
- VisionEye Mapping: guides/vision-eye.md
|
327 |
-
- Speed Estimation: guides/speed-estimation.md
|
328 |
-
- Distance Calculation: guides/distance-calculation.md
|
329 |
-
- Queue Management: guides/queue-management.md
|
330 |
-
- Parking Management: guides/parking-management.md
|
331 |
-
- Analytics: guides/analytics.md
|
332 |
-
- Live Inference: guides/streamlit-live-inference.md
|
333 |
-
- Track Objects in Zone 🚀 NEW: guides/trackzone.md
|
334 |
-
- Guides:
|
335 |
-
- guides/index.md
|
336 |
-
- YOLO Common Issues: guides/yolo-common-issues.md
|
337 |
-
- YOLO Performance Metrics: guides/yolo-performance-metrics.md
|
338 |
-
- YOLO Thread-Safe Inference: guides/yolo-thread-safe-inference.md
|
339 |
-
- Model Deployment Options: guides/model-deployment-options.md
|
340 |
-
- K-Fold Cross Validation: guides/kfold-cross-validation.md
|
341 |
-
- Hyperparameter Tuning: guides/hyperparameter-tuning.md
|
342 |
-
- SAHI Tiled Inference: guides/sahi-tiled-inference.md
|
343 |
-
- AzureML Quickstart: guides/azureml-quickstart.md
|
344 |
-
- Conda Quickstart: guides/conda-quickstart.md
|
345 |
-
- Docker Quickstart: guides/docker-quickstart.md
|
346 |
-
- Raspberry Pi: guides/raspberry-pi.md
|
347 |
-
- NVIDIA Jetson: guides/nvidia-jetson.md
|
348 |
-
- DeepStream on NVIDIA Jetson: guides/deepstream-nvidia-jetson.md
|
349 |
-
- Triton Inference Server: guides/triton-inference-server.md
|
350 |
-
- Isolating Segmentation Objects: guides/isolating-segmentation-objects.md
|
351 |
-
- Edge TPU on Raspberry Pi: guides/coral-edge-tpu-on-raspberry-pi.md
|
352 |
-
- Viewing Inference Images in a Terminal: guides/view-results-in-terminal.md
|
353 |
-
- OpenVINO Latency vs Throughput modes: guides/optimizing-openvino-latency-vs-throughput-modes.md
|
354 |
-
- ROS Quickstart: guides/ros-quickstart.md
|
355 |
-
- Steps of a Computer Vision Project: guides/steps-of-a-cv-project.md
|
356 |
-
- Defining A Computer Vision Project's Goals: guides/defining-project-goals.md
|
357 |
-
- Data Collection and Annotation: guides/data-collection-and-annotation.md
|
358 |
-
- Preprocessing Annotated Data: guides/preprocessing_annotated_data.md
|
359 |
-
- Tips for Model Training: guides/model-training-tips.md
|
360 |
-
- Insights on Model Evaluation and Fine-Tuning: guides/model-evaluation-insights.md
|
361 |
-
- A Guide on Model Testing: guides/model-testing.md
|
362 |
-
- Best Practices for Model Deployment: guides/model-deployment-practices.md
|
363 |
-
- Maintaining Your Computer Vision Model: guides/model-monitoring-and-maintenance.md
|
364 |
-
- Explorer:
|
365 |
-
- datasets/explorer/index.md
|
366 |
-
- Explorer API: datasets/explorer/api.md
|
367 |
-
- Explorer Dashboard Demo: datasets/explorer/dashboard.md
|
368 |
-
- VOC Exploration Example: datasets/explorer/explorer.md
|
369 |
-
- YOLOv5:
|
370 |
-
- yolov5/index.md
|
371 |
-
- Quickstart: yolov5/quickstart_tutorial.md
|
372 |
-
- Environments:
|
373 |
-
- Amazon Web Services (AWS): yolov5/environments/aws_quickstart_tutorial.md
|
374 |
-
- Google Cloud (GCP): yolov5/environments/google_cloud_quickstart_tutorial.md
|
375 |
-
- AzureML: yolov5/environments/azureml_quickstart_tutorial.md
|
376 |
-
- Docker Image: yolov5/environments/docker_image_quickstart_tutorial.md
|
377 |
-
- Tutorials:
|
378 |
-
- Train Custom Data: yolov5/tutorials/train_custom_data.md
|
379 |
-
- Tips for Best Training Results: yolov5/tutorials/tips_for_best_training_results.md
|
380 |
-
- Multi-GPU Training: yolov5/tutorials/multi_gpu_training.md
|
381 |
-
- PyTorch Hub: yolov5/tutorials/pytorch_hub_model_loading.md
|
382 |
-
- TFLite, ONNX, CoreML, TensorRT Export: yolov5/tutorials/model_export.md
|
383 |
-
- Test-Time Augmentation (TTA): yolov5/tutorials/test_time_augmentation.md
|
384 |
-
- Model Ensembling: yolov5/tutorials/model_ensembling.md
|
385 |
-
- Pruning/Sparsity Tutorial: yolov5/tutorials/model_pruning_and_sparsity.md
|
386 |
-
- Hyperparameter evolution: yolov5/tutorials/hyperparameter_evolution.md
|
387 |
-
- Transfer learning with frozen layers: yolov5/tutorials/transfer_learning_with_frozen_layers.md
|
388 |
-
- Architecture Summary: yolov5/tutorials/architecture_description.md
|
389 |
-
- Roboflow Datasets: yolov5/tutorials/roboflow_datasets_integration.md
|
390 |
-
- Neural Magic's DeepSparse: yolov5/tutorials/neural_magic_pruning_quantization.md
|
391 |
-
- Comet Logging: yolov5/tutorials/comet_logging_integration.md
|
392 |
-
- Clearml Logging: yolov5/tutorials/clearml_logging_integration.md
|
393 |
-
- Integrations:
|
394 |
-
- integrations/index.md
|
395 |
-
- Amazon SageMaker: integrations/amazon-sagemaker.md
|
396 |
-
- ClearML: integrations/clearml.md
|
397 |
-
- Comet ML: integrations/comet.md
|
398 |
-
- CoreML: integrations/coreml.md
|
399 |
-
- DVC: integrations/dvc.md
|
400 |
-
- Google Colab: integrations/google-colab.md
|
401 |
-
- Gradio: integrations/gradio.md
|
402 |
-
- IBM Watsonx: integrations/ibm-watsonx.md
|
403 |
-
- JupyterLab: integrations/jupyterlab.md
|
404 |
-
- Kaggle: integrations/kaggle.md
|
405 |
-
- MLflow: integrations/mlflow.md
|
406 |
-
- Neural Magic: integrations/neural-magic.md
|
407 |
-
- ONNX: integrations/onnx.md
|
408 |
-
- OpenVINO: integrations/openvino.md
|
409 |
-
- PaddlePaddle: integrations/paddlepaddle.md
|
410 |
-
- MNN: integrations/mnn.md
|
411 |
-
- NCNN: integrations/ncnn.md
|
412 |
-
- Paperspace Gradient: integrations/paperspace.md
|
413 |
-
- Ray Tune: integrations/ray-tune.md
|
414 |
-
- Roboflow: integrations/roboflow.md
|
415 |
-
- TF GraphDef: integrations/tf-graphdef.md
|
416 |
-
- TF SavedModel: integrations/tf-savedmodel.md
|
417 |
-
- TF.js: integrations/tfjs.md
|
418 |
-
- TFLite: integrations/tflite.md
|
419 |
-
- TFLite Edge TPU: integrations/edge-tpu.md
|
420 |
-
- TensorBoard: integrations/tensorboard.md
|
421 |
-
- TensorRT: integrations/tensorrt.md
|
422 |
-
- TorchScript: integrations/torchscript.md
|
423 |
-
- VS Code: integrations/vscode.md
|
424 |
-
- Weights & Biases: integrations/weights-biases.md
|
425 |
-
- Albumentations: integrations/albumentations.md
|
426 |
-
- SONY IMX500: integrations/sony-imx500.md
|
427 |
-
- HUB:
|
428 |
-
- hub/index.md
|
429 |
-
- Web:
|
430 |
-
- hub/index.md
|
431 |
-
- Quickstart: hub/quickstart.md
|
432 |
-
- Datasets: hub/datasets.md
|
433 |
-
- Projects: hub/projects.md
|
434 |
-
- Models: hub/models.md
|
435 |
-
- Pro: hub/pro.md
|
436 |
-
- Cloud Training: hub/cloud-training.md
|
437 |
-
- Inference API: hub/inference-api.md
|
438 |
-
- Teams: hub/teams.md
|
439 |
-
- Integrations: hub/integrations.md
|
440 |
-
- App:
|
441 |
-
- hub/app/index.md
|
442 |
-
- iOS: hub/app/ios.md
|
443 |
-
- Android: hub/app/android.md
|
444 |
-
- Python SDK:
|
445 |
-
- hub/sdk/index.md
|
446 |
-
- Quickstart: hub/sdk/quickstart.md
|
447 |
-
- Model: hub/sdk/model.md
|
448 |
-
- Dataset: hub/sdk/dataset.md
|
449 |
-
- Project: hub/sdk/project.md
|
450 |
-
- Reference:
|
451 |
-
- base:
|
452 |
-
- api_client: hub/sdk/reference/base/api_client.md
|
453 |
-
- auth: hub/sdk/reference/base/auth.md
|
454 |
-
- crud_client: hub/sdk/reference/base/crud_client.md
|
455 |
-
- paginated_list: hub/sdk/reference/base/paginated_list.md
|
456 |
-
- server_clients: hub/sdk/reference/base/server_clients.md
|
457 |
-
- helpers:
|
458 |
-
- error_handler: hub/sdk/reference/helpers/error_handler.md
|
459 |
-
- exceptions: hub/sdk/reference/helpers/exceptions.md
|
460 |
-
- logger: hub/sdk/reference/helpers/logger.md
|
461 |
-
- utils: hub/sdk/reference/helpers/utils.md
|
462 |
-
- hub_client: hub/sdk/reference/hub_client.md
|
463 |
-
- modules:
|
464 |
-
- datasets: hub/sdk/reference/modules/datasets.md
|
465 |
-
- models: hub/sdk/reference/modules/models.md
|
466 |
-
- projects: hub/sdk/reference/modules/projects.md
|
467 |
-
- teams: hub/sdk/reference/modules/teams.md
|
468 |
-
- users: hub/sdk/reference/modules/users.md
|
469 |
-
- REST API:
|
470 |
-
- hub/api/index.md
|
471 |
-
|
472 |
-
- Reference:
|
473 |
-
- cfg:
|
474 |
-
- __init__: reference/cfg/__init__.md
|
475 |
-
- data:
|
476 |
-
- annotator: reference/data/annotator.md
|
477 |
-
- augment: reference/data/augment.md
|
478 |
-
- base: reference/data/base.md
|
479 |
-
- build: reference/data/build.md
|
480 |
-
- converter: reference/data/converter.md
|
481 |
-
- dataset: reference/data/dataset.md
|
482 |
-
- loaders: reference/data/loaders.md
|
483 |
-
- split_dota: reference/data/split_dota.md
|
484 |
-
- utils: reference/data/utils.md
|
485 |
-
- engine:
|
486 |
-
- exporter: reference/engine/exporter.md
|
487 |
-
- model: reference/engine/model.md
|
488 |
-
- predictor: reference/engine/predictor.md
|
489 |
-
- results: reference/engine/results.md
|
490 |
-
- trainer: reference/engine/trainer.md
|
491 |
-
- tuner: reference/engine/tuner.md
|
492 |
-
- validator: reference/engine/validator.md
|
493 |
-
- hub:
|
494 |
-
- __init__: reference/hub/__init__.md
|
495 |
-
- auth: reference/hub/auth.md
|
496 |
-
- google:
|
497 |
-
- __init__: reference/hub/google/__init__.md
|
498 |
-
- session: reference/hub/session.md
|
499 |
-
- utils: reference/hub/utils.md
|
500 |
-
- models:
|
501 |
-
- fastsam:
|
502 |
-
- model: reference/models/fastsam/model.md
|
503 |
-
- predict: reference/models/fastsam/predict.md
|
504 |
-
- utils: reference/models/fastsam/utils.md
|
505 |
-
- val: reference/models/fastsam/val.md
|
506 |
-
- nas:
|
507 |
-
- model: reference/models/nas/model.md
|
508 |
-
- predict: reference/models/nas/predict.md
|
509 |
-
- val: reference/models/nas/val.md
|
510 |
-
- rtdetr:
|
511 |
-
- model: reference/models/rtdetr/model.md
|
512 |
-
- predict: reference/models/rtdetr/predict.md
|
513 |
-
- train: reference/models/rtdetr/train.md
|
514 |
-
- val: reference/models/rtdetr/val.md
|
515 |
-
- sam:
|
516 |
-
- amg: reference/models/sam/amg.md
|
517 |
-
- build: reference/models/sam/build.md
|
518 |
-
- model: reference/models/sam/model.md
|
519 |
-
- modules:
|
520 |
-
- blocks: reference/models/sam/modules/blocks.md
|
521 |
-
- decoders: reference/models/sam/modules/decoders.md
|
522 |
-
- encoders: reference/models/sam/modules/encoders.md
|
523 |
-
- memory_attention: reference/models/sam/modules/memory_attention.md
|
524 |
-
- sam: reference/models/sam/modules/sam.md
|
525 |
-
- tiny_encoder: reference/models/sam/modules/tiny_encoder.md
|
526 |
-
- transformer: reference/models/sam/modules/transformer.md
|
527 |
-
- utils: reference/models/sam/modules/utils.md
|
528 |
-
- predict: reference/models/sam/predict.md
|
529 |
-
- utils:
|
530 |
-
- loss: reference/models/utils/loss.md
|
531 |
-
- ops: reference/models/utils/ops.md
|
532 |
-
- yolo:
|
533 |
-
- classify:
|
534 |
-
- predict: reference/models/yolo/classify/predict.md
|
535 |
-
- train: reference/models/yolo/classify/train.md
|
536 |
-
- val: reference/models/yolo/classify/val.md
|
537 |
-
- detect:
|
538 |
-
- predict: reference/models/yolo/detect/predict.md
|
539 |
-
- train: reference/models/yolo/detect/train.md
|
540 |
-
- val: reference/models/yolo/detect/val.md
|
541 |
-
- model: reference/models/yolo/model.md
|
542 |
-
- obb:
|
543 |
-
- predict: reference/models/yolo/obb/predict.md
|
544 |
-
- train: reference/models/yolo/obb/train.md
|
545 |
-
- val: reference/models/yolo/obb/val.md
|
546 |
-
- pose:
|
547 |
-
- predict: reference/models/yolo/pose/predict.md
|
548 |
-
- train: reference/models/yolo/pose/train.md
|
549 |
-
- val: reference/models/yolo/pose/val.md
|
550 |
-
- segment:
|
551 |
-
- predict: reference/models/yolo/segment/predict.md
|
552 |
-
- train: reference/models/yolo/segment/train.md
|
553 |
-
- val: reference/models/yolo/segment/val.md
|
554 |
-
- world:
|
555 |
-
- train: reference/models/yolo/world/train.md
|
556 |
-
- train_world: reference/models/yolo/world/train_world.md
|
557 |
-
- nn:
|
558 |
-
- autobackend: reference/nn/autobackend.md
|
559 |
-
- modules:
|
560 |
-
- activation: reference/nn/modules/activation.md
|
561 |
-
- block: reference/nn/modules/block.md
|
562 |
-
- conv: reference/nn/modules/conv.md
|
563 |
-
- head: reference/nn/modules/head.md
|
564 |
-
- transformer: reference/nn/modules/transformer.md
|
565 |
-
- utils: reference/nn/modules/utils.md
|
566 |
-
- tasks: reference/nn/tasks.md
|
567 |
-
- solutions:
|
568 |
-
- ai_gym: reference/solutions/ai_gym.md
|
569 |
-
- analytics: reference/solutions/analytics.md
|
570 |
-
- distance_calculation: reference/solutions/distance_calculation.md
|
571 |
-
- heatmap: reference/solutions/heatmap.md
|
572 |
-
- object_counter: reference/solutions/object_counter.md
|
573 |
-
- parking_management: reference/solutions/parking_management.md
|
574 |
-
- queue_management: reference/solutions/queue_management.md
|
575 |
-
- region_counter: reference/solutions/region_counter.md
|
576 |
-
- security_alarm: reference/solutions/security_alarm.md
|
577 |
-
- solutions: reference/solutions/solutions.md
|
578 |
-
- speed_estimation: reference/solutions/speed_estimation.md
|
579 |
-
- streamlit_inference: reference/solutions/streamlit_inference.md
|
580 |
-
- trackzone: reference/solutions/trackzone.md
|
581 |
-
- trackers:
|
582 |
-
- basetrack: reference/trackers/basetrack.md
|
583 |
-
- bot_sort: reference/trackers/bot_sort.md
|
584 |
-
- byte_tracker: reference/trackers/byte_tracker.md
|
585 |
-
- track: reference/trackers/track.md
|
586 |
-
- utils:
|
587 |
-
- gmc: reference/trackers/utils/gmc.md
|
588 |
-
- kalman_filter: reference/trackers/utils/kalman_filter.md
|
589 |
-
- matching: reference/trackers/utils/matching.md
|
590 |
-
- utils:
|
591 |
-
- __init__: reference/utils/__init__.md
|
592 |
-
- autobatch: reference/utils/autobatch.md
|
593 |
-
- benchmarks: reference/utils/benchmarks.md
|
594 |
-
- callbacks:
|
595 |
-
- base: reference/utils/callbacks/base.md
|
596 |
-
- clearml: reference/utils/callbacks/clearml.md
|
597 |
-
- comet: reference/utils/callbacks/comet.md
|
598 |
-
- dvc: reference/utils/callbacks/dvc.md
|
599 |
-
- hub: reference/utils/callbacks/hub.md
|
600 |
-
- mlflow: reference/utils/callbacks/mlflow.md
|
601 |
-
- neptune: reference/utils/callbacks/neptune.md
|
602 |
-
- raytune: reference/utils/callbacks/raytune.md
|
603 |
-
- tensorboard: reference/utils/callbacks/tensorboard.md
|
604 |
-
- wb: reference/utils/callbacks/wb.md
|
605 |
-
- checks: reference/utils/checks.md
|
606 |
-
- dist: reference/utils/dist.md
|
607 |
-
- downloads: reference/utils/downloads.md
|
608 |
-
- errors: reference/utils/errors.md
|
609 |
-
- files: reference/utils/files.md
|
610 |
-
- instance: reference/utils/instance.md
|
611 |
-
- loss: reference/utils/loss.md
|
612 |
-
- metrics: reference/utils/metrics.md
|
613 |
-
- ops: reference/utils/ops.md
|
614 |
-
- patches: reference/utils/patches.md
|
615 |
-
- plotting: reference/utils/plotting.md
|
616 |
-
- tal: reference/utils/tal.md
|
617 |
-
- torch_utils: reference/utils/torch_utils.md
|
618 |
-
- triton: reference/utils/triton.md
|
619 |
-
- tuner: reference/utils/tuner.md
|
620 |
-
|
621 |
-
- Help:
|
622 |
-
- Help: help/index.md
|
623 |
-
- Frequently Asked Questions (FAQ): help/FAQ.md
|
624 |
-
- Contributing Guide: help/contributing.md
|
625 |
-
- Continuous Integration (CI) Guide: help/CI.md
|
626 |
-
- Contributor License Agreement (CLA): help/CLA.md
|
627 |
-
- Minimum Reproducible Example (MRE) Guide: help/minimum-reproducible-example.md
|
628 |
-
- Code of Conduct: help/code-of-conduct.md
|
629 |
-
- Environmental, Health and Safety (EHS) Policy: help/environmental-health-safety.md
|
630 |
-
- Security Policy: help/security.md
|
631 |
-
- Privacy Policy: help/privacy.md
|
632 |
-
|
633 |
-
# Plugins including 301 redirects navigation ---------------------------------------------------------------------------
|
634 |
-
plugins:
|
635 |
-
- macros
|
636 |
-
# - search:
|
637 |
-
# lang: en
|
638 |
-
- mkdocstrings:
|
639 |
-
enabled: true
|
640 |
-
default_handler: python
|
641 |
-
handlers:
|
642 |
-
python:
|
643 |
-
options:
|
644 |
-
docstring_options:
|
645 |
-
ignore_init_summary: true
|
646 |
-
merge_init_into_class: true
|
647 |
-
docstring_style: google
|
648 |
-
show_root_heading: true
|
649 |
-
show_source: true
|
650 |
-
separate_signature: true
|
651 |
-
line_length: 80
|
652 |
-
show_signature_annotations: true
|
653 |
-
show_symbol_type_heading: true # insiders
|
654 |
-
show_symbol_type_toc: true # insiders
|
655 |
-
show_inheritance_diagram: true # insiders
|
656 |
-
- ultralytics:
|
657 |
-
add_desc: False
|
658 |
-
add_image: True
|
659 |
-
add_authors: True
|
660 |
-
add_json_ld: True
|
661 |
-
add_share_buttons: True
|
662 |
-
add_css: False
|
663 |
-
default_image: https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png
|
664 |
-
- redirects:
|
665 |
-
redirect_maps:
|
666 |
-
hi/index.md: index.md
|
667 |
-
nl/index.md: index.md
|
668 |
-
callbacks.md: usage/callbacks.md
|
669 |
-
cfg.md: usage/cfg.md
|
670 |
-
cli.md: usage/cli.md
|
671 |
-
config.md: usage/cfg.md
|
672 |
-
engine.md: usage/engine.md
|
673 |
-
environments/AWS-Quickstart.md: yolov5/environments/aws_quickstart_tutorial.md
|
674 |
-
environments/Docker-Quickstart.md: yolov5/environments/docker_image_quickstart_tutorial.md
|
675 |
-
environments/GCP-Quickstart.md: yolov5/environments/google_cloud_quickstart_tutorial.md
|
676 |
-
FAQ/augmentation.md: yolov5/tutorials/tips_for_best_training_results.md
|
677 |
-
package-framework.md: index.md
|
678 |
-
package-framework/mock_detector.md: index.md
|
679 |
-
predict.md: modes/predict.md
|
680 |
-
python.md: usage/python.md
|
681 |
-
quick-start.md: quickstart.md
|
682 |
-
app.md: hub/app/index.md
|
683 |
-
sdk.md: index.md
|
684 |
-
hub/inference_api.md: hub/inference-api.md
|
685 |
-
usage/hyperparameter_tuning.md: integrations/ray-tune.md
|
686 |
-
models/sam2.md: models/sam-2.md
|
687 |
-
reference/base_pred.md: reference/engine/predictor.md
|
688 |
-
reference/base_trainer.md: reference/engine/trainer.md
|
689 |
-
reference/exporter.md: reference/engine/exporter.md
|
690 |
-
reference/model.md: reference/engine/model.md
|
691 |
-
reference/nn.md: reference/nn/modules/head.md
|
692 |
-
reference/ops.md: reference/utils/ops.md
|
693 |
-
reference/results.md: reference/engine/results.md
|
694 |
-
reference/base_val.md: index.md
|
695 |
-
reference/index.md: reference/cfg/__init__.md
|
696 |
-
tasks/classification.md: tasks/classify.md
|
697 |
-
tasks/detection.md: tasks/detect.md
|
698 |
-
tasks/segmentation.md: tasks/segment.md
|
699 |
-
tasks/keypoints.md: tasks/pose.md
|
700 |
-
tasks/tracking.md: modes/track.md
|
701 |
-
SECURITY.md: help/security.md
|
702 |
-
help/minimum_reproducible_example.md: help/minimum-reproducible-example.md
|
703 |
-
help/code_of_conduct.md: help/code-of-conduct.md
|
704 |
-
tutorials/architecture-summary.md: yolov5/tutorials/architecture_description.md
|
705 |
-
tutorials/clearml-logging.md: yolov5/tutorials/clearml_logging_integration.md
|
706 |
-
tutorials/comet-logging.md: yolov5/tutorials/comet_logging_integration.md
|
707 |
-
tutorials/hyperparameter-evolution.md: yolov5/tutorials/hyperparameter_evolution.md
|
708 |
-
tutorials/model-ensembling.md: yolov5/tutorials/model_ensembling.md
|
709 |
-
tutorials/multi-gpu-training.md: yolov5/tutorials/multi_gpu_training.md
|
710 |
-
tutorials/nvidia-jetson.md: guides/nvidia-jetson.md
|
711 |
-
tutorials/pruning-sparsity.md: yolov5/tutorials/model_pruning_and_sparsity.md
|
712 |
-
tutorials/pytorch-hub.md: yolov5/tutorials/pytorch_hub_model_loading.md
|
713 |
-
tutorials/roboflow.md: yolov5/tutorials/roboflow_datasets_integration.md
|
714 |
-
tutorials/test-time-augmentation.md: yolov5/tutorials/test_time_augmentation.md
|
715 |
-
tutorials/torchscript-onnx-coreml-export.md: yolov5/tutorials/model_export.md
|
716 |
-
tutorials/train-custom-datasets.md: yolov5/tutorials/train_custom_data.md
|
717 |
-
tutorials/training-tips-best-results.md: yolov5/tutorials/tips_for_best_training_results.md
|
718 |
-
tutorials/transfer-learning-froze-layers.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
|
719 |
-
tutorials/weights-and-biasis-logging.md: yolov5/tutorials/comet_logging_integration.md
|
720 |
-
yolov5/pytorch_hub.md: yolov5/tutorials/pytorch_hub_model_loading.md
|
721 |
-
yolov5/hyp_evolution.md: yolov5/tutorials/hyperparameter_evolution.md
|
722 |
-
yolov5/pruning_sparsity.md: yolov5/tutorials/model_pruning_and_sparsity.md
|
723 |
-
yolov5/roboflow.md: yolov5/tutorials/roboflow_datasets_integration.md
|
724 |
-
yolov5/comet.md: yolov5/tutorials/comet_logging_integration.md
|
725 |
-
yolov5/clearml.md: yolov5/tutorials/clearml_logging_integration.md
|
726 |
-
yolov5/tta.md: yolov5/tutorials/test_time_augmentation.md
|
727 |
-
yolov5/multi_gpu_training.md: yolov5/tutorials/multi_gpu_training.md
|
728 |
-
yolov5/ensemble.md: yolov5/tutorials/model_ensembling.md
|
729 |
-
yolov5/jetson_nano.md: guides/nvidia-jetson.md
|
730 |
-
yolov5/transfer_learn_frozen.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
|
731 |
-
yolov5/neural_magic.md: yolov5/tutorials/neural_magic_pruning_quantization.md
|
732 |
-
yolov5/train_custom_data.md: yolov5/tutorials/train_custom_data.md
|
733 |
-
yolov5/architecture.md: yolov5/tutorials/architecture_description.md
|
734 |
-
yolov5/export.md: yolov5/tutorials/model_export.md
|
735 |
-
yolov5/yolov5_quickstart_tutorial.md: yolov5/quickstart_tutorial.md
|
736 |
-
yolov5/tips_for_best_training_results.md: yolov5/tutorials/tips_for_best_training_results.md
|
737 |
-
yolov5/tutorials/yolov5_neural_magic_tutorial.md: yolov5/tutorials/neural_magic_pruning_quantization.md
|
738 |
-
yolov5/tutorials/model_ensembling_tutorial.md: yolov5/tutorials/model_ensembling.md
|
739 |
-
yolov5/tutorials/pytorch_hub_tutorial.md: yolov5/tutorials/pytorch_hub_model_loading.md
|
740 |
-
yolov5/tutorials/yolov5_architecture_tutorial.md: yolov5/tutorials/architecture_description.md
|
741 |
-
yolov5/tutorials/multi_gpu_training_tutorial.md: yolov5/tutorials/multi_gpu_training.md
|
742 |
-
yolov5/tutorials/yolov5_pytorch_hub_tutorial.md: yolov5/tutorials/pytorch_hub_model_loading.md
|
743 |
-
yolov5/tutorials/model_export_tutorial.md: yolov5/tutorials/model_export.md
|
744 |
-
yolov5/tutorials/jetson_nano_tutorial.md: guides/nvidia-jetson.md
|
745 |
-
yolov5/tutorials/yolov5_model_ensembling_tutorial.md: yolov5/tutorials/model_ensembling.md
|
746 |
-
yolov5/tutorials/roboflow_integration.md: yolov5/tutorials/roboflow_datasets_integration.md
|
747 |
-
yolov5/tutorials/pruning_and_sparsity_tutorial.md: yolov5/tutorials/model_pruning_and_sparsity.md
|
748 |
-
yolov5/tutorials/yolov5_transfer_learning_with_frozen_layers_tutorial.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
|
749 |
-
yolov5/tutorials/transfer_learning_with_frozen_layers_tutorial.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
|
750 |
-
yolov5/tutorials/yolov5_model_export_tutorial.md: yolov5/tutorials/model_export.md
|
751 |
-
yolov5/tutorials/neural_magic_tutorial.md: yolov5/tutorials/neural_magic_pruning_quantization.md
|
752 |
-
yolov5/tutorials/yolov5_clearml_integration_tutorial.md: yolov5/tutorials/clearml_logging_integration.md
|
753 |
-
yolov5/tutorials/yolov5_train_custom_data.md: yolov5/tutorials/train_custom_data.md
|
754 |
-
yolov5/tutorials/comet_integration_tutorial.md: yolov5/tutorials/comet_logging_integration.md
|
755 |
-
yolov5/tutorials/yolov5_pruning_and_sparsity_tutorial.md: yolov5/tutorials/model_pruning_and_sparsity.md
|
756 |
-
yolov5/tutorials/yolov5_jetson_nano_tutorial.md: guides/nvidia-jetson.md
|
757 |
-
yolov5/tutorials/running_on_jetson_nano.md: guides/nvidia-jetson.md
|
758 |
-
yolov5/tutorials/yolov5_roboflow_integration.md: yolov5/tutorials/roboflow_datasets_integration.md
|
759 |
-
yolov5/tutorials/hyperparameter_evolution_tutorial.md: yolov5/tutorials/hyperparameter_evolution.md
|
760 |
-
yolov5/tutorials/yolov5_hyperparameter_evolution_tutorial.md: yolov5/tutorials/hyperparameter_evolution.md
|
761 |
-
yolov5/tutorials/clearml_integration_tutorial.md: yolov5/tutorials/clearml_logging_integration.md
|
762 |
-
yolov5/tutorials/test_time_augmentation_tutorial.md: yolov5/tutorials/test_time_augmentation.md
|
763 |
-
yolov5/tutorials/yolov5_test_time_augmentation_tutorial.md: yolov5/tutorials/test_time_augmentation.md
|
764 |
-
yolov5/environments/yolov5_amazon_web_services_quickstart_tutorial.md: yolov5/environments/aws_quickstart_tutorial.md
|
765 |
-
yolov5/environments/yolov5_google_cloud_platform_quickstart_tutorial.md: yolov5/environments/google_cloud_quickstart_tutorial.md
|
766 |
-
yolov5/environments/yolov5_docker_image_quickstart_tutorial.md: yolov5/environments/docker_image_quickstart_tutorial.md
|
767 |
-
reference/data/explorer/explorer.md: datasets/explorer/index.md
|
768 |
-
reference/data/explorer/gui/dash.md: datasets/explorer/index.md
|
769 |
-
reference/data/explorer/utils.md: datasets/explorer/index.md
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|