ZIPultralytics_obb_segment.zip 5.95MB

2401_87408397需要积分:10(1积分=1元)

资源文件列表:

ultralytics_obb_segment.zip 大约有2618个文件
  1. ultralytics_obb_segment/
  2. ultralytics_obb_segment/.git/
  3. ultralytics_obb_segment/.git/branches/
  4. ultralytics_obb_segment/.git/COMMIT_EDITMSG 29B
  5. ultralytics_obb_segment/.git/config 92B
  6. ultralytics_obb_segment/.git/description 73B
  7. ultralytics_obb_segment/.git/HEAD 23B
  8. ultralytics_obb_segment/.git/hooks/
  9. ultralytics_obb_segment/.git/hooks/applypatch-msg.sample 452B
  10. ultralytics_obb_segment/.git/hooks/commit-msg.sample 896B
  11. ultralytics_obb_segment/.git/hooks/post-update.sample 189B
  12. ultralytics_obb_segment/.git/hooks/pre-applypatch.sample 398B
  13. ultralytics_obb_segment/.git/hooks/pre-commit.sample 1.66KB
  14. ultralytics_obb_segment/.git/hooks/pre-push.sample 1.32KB
  15. ultralytics_obb_segment/.git/hooks/pre-rebase.sample 4.83KB
  16. ultralytics_obb_segment/.git/hooks/prepare-commit-msg.sample 1.21KB
  17. ultralytics_obb_segment/.git/hooks/update.sample 3.53KB
  18. ultralytics_obb_segment/.git/index 37.16KB
  19. ultralytics_obb_segment/.git/info/
  20. ultralytics_obb_segment/.git/info/exclude 240B
  21. ultralytics_obb_segment/.git/logs/
  22. ultralytics_obb_segment/.git/logs/HEAD 332B
  23. ultralytics_obb_segment/.git/logs/refs/
  24. ultralytics_obb_segment/.git/logs/refs/heads/
  25. ultralytics_obb_segment/.git/logs/refs/heads/master 332B
  26. ultralytics_obb_segment/.git/objects/
  27. ultralytics_obb_segment/.git/objects/00/
  28. ultralytics_obb_segment/.git/objects/00/99e551397d7ad1ec9133c4989b0f613660f661 163B
  29. ultralytics_obb_segment/.git/objects/01/
  30. ultralytics_obb_segment/.git/objects/01/ea1f85b7f7f4fa59db52c8b7763fc7a0a104d7 1.4KB
  31. ultralytics_obb_segment/.git/objects/03/
  32. ultralytics_obb_segment/.git/objects/03/7d33721f3216e85a97d2d396fa4a941feefe74 2.26KB
  33. ultralytics_obb_segment/.git/objects/03/fe1565bd6e5480e39bd2fd3f0d9b4844a077c2 3.39KB
  34. ultralytics_obb_segment/.git/objects/04/
  35. ultralytics_obb_segment/.git/objects/04/4a3045e1020ac8ff92edc54014936b51fb6aca 298B
  36. ultralytics_obb_segment/.git/objects/04/a12a46c88d4f7c18e1386723a5511ef2eb2071 3.54KB
  37. ultralytics_obb_segment/.git/objects/05/
  38. ultralytics_obb_segment/.git/objects/05/2bf94c8d2a0e3cd4f59b84cd49a9e6462a3e50 3.66KB
  39. ultralytics_obb_segment/.git/objects/05/9cccfc3c1f4e4dc3e0399be8e899c395443a56 159B
  40. ultralytics_obb_segment/.git/objects/05/d360e83420bfd8532152b96874d0decc1b8bde 1.53KB
  41. ultralytics_obb_segment/.git/objects/06/
  42. ultralytics_obb_segment/.git/objects/06/26ebe254fd7843bf81f93ec2d223b2829329cc 369B
  43. ultralytics_obb_segment/.git/objects/06/2c6094eaff8decdc54877111e65fbd0aa2310f 5.31KB
  44. ultralytics_obb_segment/.git/objects/06/5c0a6e1128596abe8d56450c0e6dd5fbb75f7b 1.6KB
  45. ultralytics_obb_segment/.git/objects/06/5e9c5caf421cd0d719fadf85b74fd14112830b 355B
  46. ultralytics_obb_segment/.git/objects/06/8e4da94a1b8a0d4fea098d0c06e01e47b8a65e 3.57KB
  47. ultralytics_obb_segment/.git/objects/06/9e6fc9afe97a77f7d52f5853881c425950d942 8.83KB
  48. ultralytics_obb_segment/.git/objects/07/
  49. ultralytics_obb_segment/.git/objects/07/19357be644fa72acd482622746ee9988866780 13.64KB
  50. ultralytics_obb_segment/.git/objects/07/3b1ad40cbc8fc58db6685f329fb78bbc178142 2.41KB
  51. ultralytics_obb_segment/.git/objects/07/80759a5dee2bd156a319e24f7bb4fdc29af879 1.46KB
  52. ultralytics_obb_segment/.git/objects/08/
  53. ultralytics_obb_segment/.git/objects/08/c056ce8d6e281e2b3e91a80e3ccf00f8a65b8d 3.04KB
  54. ultralytics_obb_segment/.git/objects/09/
  55. ultralytics_obb_segment/.git/objects/09/5b97d783f13b2ed7d9c4e3ad84d44181081971 2.04KB
  56. ultralytics_obb_segment/.git/objects/09/a0daf01f5f9acda89ea824f89e0094fce3a2c2 7.41KB
  57. ultralytics_obb_segment/.git/objects/0a/
  58. ultralytics_obb_segment/.git/objects/0a/08756bd4a6861308f2499bfe438f3fecb3331d 3.87KB
  59. ultralytics_obb_segment/.git/objects/0a/3702335d4890f6104069a84051f2ddd663c920 418B
  60. ultralytics_obb_segment/.git/objects/0a/f303abd8f39cbd62cd067d558e7b7a73988784 190B
  61. ultralytics_obb_segment/.git/objects/0b/
  62. ultralytics_obb_segment/.git/objects/0b/6faa3ec6d9fc6072030115bcc76f8e38b244e9 2.08KB
  63. ultralytics_obb_segment/.git/objects/0b/724b565c37a1138debee6853e47095ad9204b9 184B
  64. ultralytics_obb_segment/.git/objects/0b/a33ab542869f9972b71efba9049063eca63e92 440B
  65. ultralytics_obb_segment/.git/objects/0c/
  66. ultralytics_obb_segment/.git/objects/0c/1955288f810e17cd880e27627a34377540d0f1 191B
  67. ultralytics_obb_segment/.git/objects/0c/66dc6ccba54ae7f13d5ac2a74918a4165ef787 489B
  68. ultralytics_obb_segment/.git/objects/0c/9225889774b6745c8759680d79385d6a8b8569 247B
  69. ultralytics_obb_segment/.git/objects/0d/
  70. ultralytics_obb_segment/.git/objects/0d/c344abbafaf25428d8ace6b33be02448b20f26 19KB
  71. ultralytics_obb_segment/.git/objects/0d/cf4da40ce52edd9cad84b55c30c2e59692fe58 2.4KB
  72. ultralytics_obb_segment/.git/objects/0d/d5f9db174d399eda36fc063c5b9bc748b56bbe 3.85KB
  73. ultralytics_obb_segment/.git/objects/0e/
  74. ultralytics_obb_segment/.git/objects/0e/819b0a06d629763fa53ddfa92cacea0f941986 836B
  75. ultralytics_obb_segment/.git/objects/0e/99a8c48e19ff198cbe8552402e9afde7547d28 407B
  76. ultralytics_obb_segment/.git/objects/0e/f18032e462d1bdfa9f24321979502cee593b6c 1.53KB
  77. ultralytics_obb_segment/.git/objects/0f/
  78. ultralytics_obb_segment/.git/objects/0f/33234d91c604df32995d57fe4975576f0d11c2 5.8KB
  79. ultralytics_obb_segment/.git/objects/0f/a088f80b7ce0f01cfaf3d1b24f45469f7c7416 224B
  80. ultralytics_obb_segment/.git/objects/0f/cfbe7e1ab119e0ed36697fb44e19a9f3eb8448 249B
  81. ultralytics_obb_segment/.git/objects/10/
  82. ultralytics_obb_segment/.git/objects/10/1f72efb7855677b696917cc272dbfefc351e24 391B
  83. ultralytics_obb_segment/.git/objects/10/c3602ce7949d9e9063f2cc8cff4f3de42f818f 1.09KB
  84. ultralytics_obb_segment/.git/objects/10/dcff3748c5a86f89e832ccaadeedda9b7cec1e 3.02KB
  85. ultralytics_obb_segment/.git/objects/11/
  86. ultralytics_obb_segment/.git/objects/11/063ef75e05fe1e935c12bb6df0ecd4696c8bb1 424B
  87. ultralytics_obb_segment/.git/objects/11/6babe9b7f0d7fd2a71a2a366f778bb9dd6bb79 146B
  88. ultralytics_obb_segment/.git/objects/11/fb9c5b1069bbe9294075cdd1a47e35e01007b5 3.11KB
  89. ultralytics_obb_segment/.git/objects/12/
  90. ultralytics_obb_segment/.git/objects/12/5306d0e04277d18458d22de413045f5db848c2 7.53KB
  91. ultralytics_obb_segment/.git/objects/12/6baf20c0a503ab4194965f7809066f0e6ab465 987B
  92. ultralytics_obb_segment/.git/objects/12/8108fe9c9ede8e79c1a9410db8305612e3efd8 3KB
  93. ultralytics_obb_segment/.git/objects/12/8bc4f32f30ab1c18648c344b87d108f07c04f9 113B
  94. ultralytics_obb_segment/.git/objects/12/a3a373170e9442abe05a5fdf1d6000bb277d0f 53B
  95. ultralytics_obb_segment/.git/objects/12/c26079bcbf1b69b92e2305830dce2474a37288 1.86KB
  96. ultralytics_obb_segment/.git/objects/12/d9b43c4464a27d5c4ed441962220234a230ac9 1.63KB
  97. ultralytics_obb_segment/.git/objects/13/
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  100. ultralytics_obb_segment/.git/objects/13/e29ca4927ae7c91b646139d5a35d38a80f81b1 4.15KB
  101. ultralytics_obb_segment/.git/objects/14/
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  104. ultralytics_obb_segment/.git/objects/14/a7fccca831deb2aa1df8280584497e6baa6359 85B
  105. ultralytics_obb_segment/.git/objects/15/
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  108. ultralytics_obb_segment/.git/objects/15/c37fc1e933d26df2b09c7a8c816227c12d45b5 3.06KB
  109. ultralytics_obb_segment/.git/objects/17/
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  112. ultralytics_obb_segment/.git/objects/17/aa936eea1966352f5523da32cedd88197ccdc1 11.99KB
  113. ultralytics_obb_segment/.git/objects/17/d2e95ecaac6515f2e63367cdc3a76bb9ea459e 6.87KB
  114. ultralytics_obb_segment/.git/objects/17/d711815e3e4765c08a6d0b40796e42e6c56fd1 12.73KB
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  116. ultralytics_obb_segment/.git/objects/18/
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  1536. ultralytics_obb_segment/examples/YOLOv8-ONNXRuntime-Rust/src/yolo_result.rs 5.19KB
  1537. ultralytics_obb_segment/examples/YOLOv8-OpenCV-int8-tflite-Python/
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  2217. ultralytics_obb_segment/ultralytics/cfg/
  2218. ultralytics_obb_segment/ultralytics/cfg/datasets/
  2219. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/
  2220. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/african-wildlife.yaml 869B
  2221. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/Argoverse.yaml 3.06KB
  2222. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/brain-tumor.yaml 795B
  2223. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/carparts-seg.yaml 1.18KB
  2224. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco-pose.yaml 1.57KB
  2225. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco.yaml 2.52KB
  2226. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco128-seg.yaml 1.88KB
  2227. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco128.yaml 1.86KB
  2228. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco8-pose.yaml 961B
  2229. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco8-seg.yaml 1.82KB
  2230. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/coco8.yaml 1.8KB
  2231. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/crack-seg.yaml 791B
  2232. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/dota8.yaml 1.02KB
  2233. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/DOTAv1.5.yaml 1.17KB
  2234. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/DOTAv1.yaml 1.14KB
  2235. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/GlobalWheat2020.yaml 2.01KB
  2236. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/ImageNet.yaml 41.51KB
  2237. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/lvis.yaml 29.01KB
  2238. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/Objects365.yaml 9.11KB
  2239. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/open-images-v7.yaml 12.2KB
  2240. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/package-seg.yaml 801B
  2241. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/SKU-110K.yaml 2.43KB
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  2246. ultralytics_obb_segment/ultralytics/cfg/datasets/project/
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  2248. ultralytics_obb_segment/ultralytics/cfg/datasets/project/cls/tatou_cls.yaml 1.18KB
  2249. ultralytics_obb_segment/ultralytics/cfg/datasets/project/det/
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  2252. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/
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  2256. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/uav_crop_car.yaml 738B
  2257. ultralytics_obb_segment/ultralytics/cfg/datasets/project/obb/
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  2259. ultralytics_obb_segment/ultralytics/cfg/datasets/project/seg/
  2260. ultralytics_obb_segment/ultralytics/cfg/datasets/project/seg/hongwai_seg.yaml 932B
  2261. ultralytics_obb_segment/ultralytics/cfg/default.yaml 8.02KB
  2262. ultralytics_obb_segment/ultralytics/cfg/models/
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  2264. ultralytics_obb_segment/ultralytics/cfg/models/rt-detr/
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  2266. ultralytics_obb_segment/ultralytics/cfg/models/rt-detr/rtdetr-resnet101.yaml 1.48KB
  2267. ultralytics_obb_segment/ultralytics/cfg/models/rt-detr/rtdetr-resnet50.yaml 1.47KB
  2268. ultralytics_obb_segment/ultralytics/cfg/models/rt-detr/rtdetr-x.yaml 2.09KB
  2269. ultralytics_obb_segment/ultralytics/cfg/models/v3/
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  2271. ultralytics_obb_segment/ultralytics/cfg/models/v3/yolov3-tiny.yaml 1.2KB
  2272. ultralytics_obb_segment/ultralytics/cfg/models/v3/yolov3.yaml 1.48KB
  2273. ultralytics_obb_segment/ultralytics/cfg/models/v5/
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  2275. ultralytics_obb_segment/ultralytics/cfg/models/v5/yolov5.yaml 1.49KB
  2276. ultralytics_obb_segment/ultralytics/cfg/models/v6/
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  2278. ultralytics_obb_segment/ultralytics/cfg/models/v8/
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  2280. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-cls-resnet50.yaml 882B
  2281. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-cls.yaml 913B
  2282. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-ghost-p2.yaml 2.23KB
  2283. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-ghost-p6.yaml 2.3KB
  2284. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-ghost.yaml 2.05KB
  2285. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-obb-pose.yaml 1.94KB
  2286. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-obb-segment.yaml 1.92KB
  2287. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-obb.yaml 1.85KB
  2288. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-p2.yaml 1.69KB
  2289. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-p6.yaml 1.79KB
  2290. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-pose-p6.yaml 1.88KB
  2291. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-pose.yaml 1.53KB
  2292. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-rtdetr.yaml 1.85KB
  2293. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-seg-p6.yaml 1.8KB
  2294. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-seg.yaml 1.44KB
  2295. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-world.yaml 1.97KB
  2296. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-worldv2.yaml 1.91KB
  2297. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8.yaml 1.84KB
  2298. ultralytics_obb_segment/ultralytics/cfg/models/v9/
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  2300. ultralytics_obb_segment/ultralytics/cfg/models/v9/yolov9c.yaml 1.23KB
  2301. ultralytics_obb_segment/ultralytics/cfg/models/v9/yolov9e-seg.yaml 2.16KB
  2302. ultralytics_obb_segment/ultralytics/cfg/models/v9/yolov9e.yaml 2.14KB
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  2331. ultralytics_obb_segment/ultralytics/data/scripts/get_coco128.sh 619B
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  2615. ultralytics_obb_segment/ultralytics/utils/__pycache__/__init__.cpython-38.pyc 37.2KB
  2616. ultralytics_obb_segment/ultralytics/__init__.py 632B
  2617. ultralytics_obb_segment/ultralytics/__pycache__/
  2618. ultralytics_obb_segment/ultralytics/__pycache__/__init__.cpython-38.pyc 736B

资源介绍:

ultralytics_obb_segment.zip
<div align="center"> <p> <a href="https://github.com/ultralytics/assets/releases/tag/v8.2.0" target="_blank"> <img width="100%" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="YOLO Vision banner"></a> </p> [中文](https://docs.ultralytics.com/zh/) | [한국어](https://docs.ultralytics.com/ko/) | [日本語](https://docs.ultralytics.com/ja/) | [Русский](https://docs.ultralytics.com/ru/) | [Deutsch](https://docs.ultralytics.com/de/) | [Français](https://docs.ultralytics.com/fr/) | [Español](https://docs.ultralytics.com/es/) | [Português](https://docs.ultralytics.com/pt/) | [हिन्दी](https://docs.ultralytics.com/hi/) | [العربية](https://docs.ultralytics.com/ar/) <br> <div> <a href="https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml"><img src="https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml/badge.svg" alt="Ultralytics CI"></a> <a href="https://codecov.io/github/ultralytics/ultralytics"><img src="https://codecov.io/github/ultralytics/ultralytics/branch/main/graph/badge.svg?token=HHW7IIVFVY" alt="Ultralytics Code Coverage"></a> <a href="https://zenodo.org/badge/latestdoi/264818686"><img src="https://zenodo.org/badge/264818686.svg" alt="YOLOv8 Citation"></a> <a href="https://hub.docker.com/r/ultralytics/ultralytics"><img src="https://img.shields.io/docker/pulls/ultralytics/ultralytics?logo=docker" alt="Docker Pulls"></a> <a href="https://ultralytics.com/discord"><img alt="Discord" src="https://img.shields.io/discord/1089800235347353640?logo=discord&logoColor=white&label=Discord&color=blue"></a> <br> <a href="https://console.paperspace.com/github/ultralytics/ultralytics"><img src="https://assets.paperspace.io/img/gradient-badge.svg" alt="Run on Gradient"></a> <a href="https://colab.research.google.com/github/ultralytics/ultralytics/blob/main/examples/tutorial.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> <a href="https://www.kaggle.com/ultralytics/yolov8"><img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open In Kaggle"></a> </div> <br> [Ultralytics](https://ultralytics.com) [YOLOv8](https://github.com/ultralytics/ultralytics) is a cutting-edge, state-of-the-art (SOTA) model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and flexibility. YOLOv8 is designed to be fast, accurate, and easy to use, making it an excellent choice for a wide range of object detection and tracking, instance segmentation, image classification and pose estimation tasks. We hope that the resources here will help you get the most out of YOLOv8. Please browse the YOLOv8 <a href="https://docs.ultralytics.com/">Docs</a> for details, raise an issue on <a href="https://github.com/ultralytics/ultralytics/issues/new/choose">GitHub</a> for support, and join our <a href="https://ultralytics.com/discord">Discord</a> community for questions and discussions! To request an Enterprise License please complete the form at [Ultralytics Licensing](https://ultralytics.com/license). <img width="100%" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/yolo-comparison-plots.png" alt="YOLOv8 performance plots"></a> <div align="center"> <a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="2%" alt="Ultralytics GitHub"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="space"> <a href="https://www.linkedin.com/company/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png" width="2%" alt="Ultralytics LinkedIn"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="space"> <a href="https://twitter.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png" width="2%" alt="Ultralytics Twitter"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="space"> <a href="https://youtube.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png" width="2%" alt="Ultralytics YouTube"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="space"> <a href="https://www.tiktok.com/@ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-tiktok.png" width="2%" alt="Ultralytics TikTok"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="space"> <a href="https://www.instagram.com/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-instagram.png" width="2%" alt="Ultralytics Instagram"></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="space"> <a href="https://ultralytics.com/discord"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png" width="2%" alt="Ultralytics Discord"></a> </div> </div> ## <div align="center">Documentation</div> See below for a quickstart installation and usage example, and see the [YOLOv8 Docs](https://docs.ultralytics.com) for full documentation on training, validation, prediction and deployment. <details open> <summary>Install</summary> Pip install the ultralytics package including all [requirements](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) in a [**Python>=3.8**](https://www.python.org/) environment with [**PyTorch>=1.8**](https://pytorch.org/get-started/locally/). [![PyPI version](https://badge.fury.io/py/ultralytics.svg)](https://badge.fury.io/py/ultralytics) [![Downloads](https://static.pepy.tech/badge/ultralytics)](https://pepy.tech/project/ultralytics) ```bash pip install ultralytics ``` For alternative installation methods including [Conda](https://anaconda.org/conda-forge/ultralytics), [Docker](https://hub.docker.com/r/ultralytics/ultralytics), and Git, please refer to the [Quickstart Guide](https://docs.ultralytics.com/quickstart). </details> <details open> <summary>Usage</summary> ### CLI YOLOv8 may be used directly in the Command Line Interface (CLI) with a `yolo` command: ```bash yolo predict model=yolov8n.pt source='https://ultralytics.com/images/bus.jpg' ``` `yolo` can be used for a variety of tasks and modes and accepts additional arguments, i.e. `imgsz=640`. See the YOLOv8 [CLI Docs](https://docs.ultralytics.com/usage/cli) for examples. ### Python YOLOv8 may also be used directly in a Python environment, and accepts the same [arguments](https://docs.ultralytics.com/usage/cfg/) as in the CLI example above: ```python from ultralytics import YOLO # Load a model model = YOLO("yolov8n.yaml") # build a new model from scratch model = YOLO("yolov8n.pt") # load a pretrained model (recommended for training) # Use the model model.train(data="coco8.yaml", epochs=3) # train the model metrics = model.val() # evaluate model performance on the validation set results = model("https://ultralytics.com/images/bus.jpg") # predict on an image path = model.export(format="onnx") # export the model to ONNX format ``` See YOLOv8 [Python Docs](https://docs.ultralytics.com/usage/python) for more examples. </details> ### Notebooks Ultralytics provides interactive notebooks for YOLOv8, covering training, validation, tracking, and more. Each notebook is paired with a [YouTube](https://youtube.com/ultralytics) tutorial, making it easy to learn and implement advanced YOLOv8 features. | Docs | Notebook
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