ZIPyolov8源代码下载 2.2MB

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ultralytics-main.zip 大约有919个文件
  1. ultralytics-main/
  2. ultralytics-main/.github/
  3. ultralytics-main/.github/ISSUE_TEMPLATE/
  4. ultralytics-main/.github/ISSUE_TEMPLATE/bug-report.yml 3.29KB
  5. ultralytics-main/.github/ISSUE_TEMPLATE/config.yml 363B
  6. ultralytics-main/.github/ISSUE_TEMPLATE/feature-request.yml 1.81KB
  7. ultralytics-main/.github/ISSUE_TEMPLATE/question.yml 1.19KB
  8. ultralytics-main/.github/dependabot.yml 647B
  9. ultralytics-main/.github/workflows/
  10. ultralytics-main/.github/workflows/ci.yaml 10.82KB
  11. ultralytics-main/.github/workflows/cla.yml 1.39KB
  12. ultralytics-main/.github/workflows/codeql.yaml 1.17KB
  13. ultralytics-main/.github/workflows/docker.yaml 6.18KB
  14. ultralytics-main/.github/workflows/greetings.yml 4.88KB
  15. ultralytics-main/.github/workflows/links.yml 2.9KB
  16. ultralytics-main/.github/workflows/publish.yml 5.72KB
  17. ultralytics-main/.github/workflows/stale.yml 2.31KB
  18. ultralytics-main/.gitignore 2.24KB
  19. ultralytics-main/.pre-commit-config.yaml 2.33KB
  20. ultralytics-main/CITATION.cff 612B
  21. ultralytics-main/CONTRIBUTING.md 5.45KB
  22. ultralytics-main/LICENSE 33.71KB
  23. ultralytics-main/MANIFEST.in 200B
  24. ultralytics-main/README.md 28.72KB
  25. ultralytics-main/README.zh-CN.md 27.75KB
  26. ultralytics-main/docker/
  27. ultralytics-main/docker/Dockerfile 3.6KB
  28. ultralytics-main/docker/Dockerfile-arm64 1.96KB
  29. ultralytics-main/docker/Dockerfile-conda 1.76KB
  30. ultralytics-main/docker/Dockerfile-cpu 2.49KB
  31. ultralytics-main/docker/Dockerfile-jetson 2.25KB
  32. ultralytics-main/docker/Dockerfile-python 2.41KB
  33. ultralytics-main/docker/Dockerfile-runner 1.69KB
  34. ultralytics-main/docs/
  35. ultralytics-main/docs/README.md 5.21KB
  36. ultralytics-main/docs/ar/
  37. ultralytics-main/docs/ar/datasets/
  38. ultralytics-main/docs/ar/datasets/index.md 12.53KB
  39. ultralytics-main/docs/ar/index.md 10.89KB
  40. ultralytics-main/docs/ar/models/
  41. ultralytics-main/docs/ar/models/fast-sam.md 11.94KB
  42. ultralytics-main/docs/ar/models/index.md 7.17KB
  43. ultralytics-main/docs/ar/models/mobile-sam.md 7.44KB
  44. ultralytics-main/docs/ar/models/rtdetr.md 8.33KB
  45. ultralytics-main/docs/ar/models/sam.md 17.02KB
  46. ultralytics-main/docs/ar/models/yolo-nas.md 9.85KB
  47. ultralytics-main/docs/ar/models/yolov3.md 7.58KB
  48. ultralytics-main/docs/ar/models/yolov4.md 8.62KB
  49. ultralytics-main/docs/ar/models/yolov5.md 12.39KB
  50. ultralytics-main/docs/ar/models/yolov6.md 9.09KB
  51. ultralytics-main/docs/ar/models/yolov7.md 8.75KB
  52. ultralytics-main/docs/ar/models/yolov8.md 20.87KB
  53. ultralytics-main/docs/ar/modes/
  54. ultralytics-main/docs/ar/modes/benchmark.md 8.12KB
  55. ultralytics-main/docs/ar/modes/export.md 10.08KB
  56. ultralytics-main/docs/ar/modes/index.md 6.43KB
  57. ultralytics-main/docs/ar/modes/predict.md 15.32KB
  58. ultralytics-main/docs/ar/modes/track.md 20.56KB
  59. ultralytics-main/docs/ar/modes/train.md 25.05KB
  60. ultralytics-main/docs/ar/modes/val.md 7.9KB
  61. ultralytics-main/docs/ar/quickstart.md 22.95KB
  62. ultralytics-main/docs/ar/tasks/
  63. ultralytics-main/docs/ar/tasks/classify.md 13.06KB
  64. ultralytics-main/docs/ar/tasks/detect.md 13.29KB
  65. ultralytics-main/docs/ar/tasks/index.md 4.11KB
  66. ultralytics-main/docs/ar/tasks/pose.md 13.89KB
  67. ultralytics-main/docs/ar/tasks/segment.md 14.19KB
  68. ultralytics-main/docs/build_docs.py 4.54KB
  69. ultralytics-main/docs/build_reference.py 4.96KB
  70. ultralytics-main/docs/de/
  71. ultralytics-main/docs/de/datasets/
  72. ultralytics-main/docs/de/datasets/index.md 9.7KB
  73. ultralytics-main/docs/de/index.md 9.66KB
  74. ultralytics-main/docs/de/models/
  75. ultralytics-main/docs/de/models/fast-sam.md 10.29KB
  76. ultralytics-main/docs/de/models/index.md 6.13KB
  77. ultralytics-main/docs/de/models/mobile-sam.md 6.12KB
  78. ultralytics-main/docs/de/models/rtdetr.md 6.6KB
  79. ultralytics-main/docs/de/models/sam.md 13.94KB
  80. ultralytics-main/docs/de/models/yolo-nas.md 8.29KB
  81. ultralytics-main/docs/de/models/yolov3.md 6.46KB
  82. ultralytics-main/docs/de/models/yolov4.md 7.21KB
  83. ultralytics-main/docs/de/models/yolov5.md 11.62KB
  84. ultralytics-main/docs/de/models/yolov6.md 7.4KB
  85. ultralytics-main/docs/de/models/yolov7.md 6.94KB
  86. ultralytics-main/docs/de/models/yolov8.md 19.24KB
  87. ultralytics-main/docs/de/modes/
  88. ultralytics-main/docs/de/modes/benchmark.md 6.89KB
  89. ultralytics-main/docs/de/modes/export.md 8.56KB
  90. ultralytics-main/docs/de/modes/index.md 5.17KB
  91. ultralytics-main/docs/de/modes/predict.md 13.79KB
  92. ultralytics-main/docs/de/modes/track.md 11.51KB
  93. ultralytics-main/docs/de/modes/train.md 10.62KB
  94. ultralytics-main/docs/de/modes/val.md 6.27KB
  95. ultralytics-main/docs/de/quickstart.md 10.79KB
  96. ultralytics-main/docs/de/tasks/
  97. ultralytics-main/docs/de/tasks/classify.md 11.78KB
  98. ultralytics-main/docs/de/tasks/detect.md 12.02KB
  99. ultralytics-main/docs/de/tasks/index.md 3.58KB
  100. ultralytics-main/docs/de/tasks/pose.md 13.09KB
  101. ultralytics-main/docs/de/tasks/segment.md 12.9KB
  102. ultralytics-main/docs/en/
  103. ultralytics-main/docs/en/CNAME 21B
  104. ultralytics-main/docs/en/datasets/
  105. ultralytics-main/docs/en/datasets/classify/
  106. ultralytics-main/docs/en/datasets/classify/caltech101.md 4.19KB
  107. ultralytics-main/docs/en/datasets/classify/caltech256.md 3.97KB
  108. ultralytics-main/docs/en/datasets/classify/cifar10.md 3.85KB
  109. ultralytics-main/docs/en/datasets/classify/cifar100.md 3.94KB
  110. ultralytics-main/docs/en/datasets/classify/fashion-mnist.md 3.73KB
  111. ultralytics-main/docs/en/datasets/classify/imagenet.md 4.93KB
  112. ultralytics-main/docs/en/datasets/classify/imagenet10.md 4.63KB
  113. ultralytics-main/docs/en/datasets/classify/imagenette.md 5.26KB
  114. ultralytics-main/docs/en/datasets/classify/imagewoof.md 4.8KB
  115. ultralytics-main/docs/en/datasets/classify/index.md 4.05KB
  116. ultralytics-main/docs/en/datasets/classify/mnist.md 4.5KB
  117. ultralytics-main/docs/en/datasets/detect/
  118. ultralytics-main/docs/en/datasets/detect/argoverse.md 5.59KB
  119. ultralytics-main/docs/en/datasets/detect/coco.md 5.42KB
  120. ultralytics-main/docs/en/datasets/detect/coco8.md 3.99KB
  121. ultralytics-main/docs/en/datasets/detect/globalwheat2020.md 5.58KB
  122. ultralytics-main/docs/en/datasets/detect/index.md 5.75KB
  123. ultralytics-main/docs/en/datasets/detect/objects365.md 4.93KB
  124. ultralytics-main/docs/en/datasets/detect/open-images-v7.md 5.96KB
  125. ultralytics-main/docs/en/datasets/detect/sku-110k.md 4.83KB
  126. ultralytics-main/docs/en/datasets/detect/visdrone.md 5.19KB
  127. ultralytics-main/docs/en/datasets/detect/voc.md 5.32KB
  128. ultralytics-main/docs/en/datasets/detect/xview.md 5.08KB
  129. ultralytics-main/docs/en/datasets/index.md 8.09KB
  130. ultralytics-main/docs/en/datasets/obb/
  131. ultralytics-main/docs/en/datasets/obb/dota-v2.md 5.5KB
  132. ultralytics-main/docs/en/datasets/obb/index.md 3.34KB
  133. ultralytics-main/docs/en/datasets/pose/
  134. ultralytics-main/docs/en/datasets/pose/coco.md 5.24KB
  135. ultralytics-main/docs/en/datasets/pose/coco8-pose.md 3.99KB
  136. ultralytics-main/docs/en/datasets/pose/index.md 6.83KB
  137. ultralytics-main/docs/en/datasets/pose/tiger-pose.md 4.5KB
  138. ultralytics-main/docs/en/datasets/segment/
  139. ultralytics-main/docs/en/datasets/segment/coco.md 5.38KB
  140. ultralytics-main/docs/en/datasets/segment/coco8-seg.md 4.04KB
  141. ultralytics-main/docs/en/datasets/segment/index.md 7.19KB
  142. ultralytics-main/docs/en/datasets/track/
  143. ultralytics-main/docs/en/datasets/track/index.md 913B
  144. ultralytics-main/docs/en/guides/
  145. ultralytics-main/docs/en/guides/azureml-quickstart.md 7.43KB
  146. ultralytics-main/docs/en/guides/conda-quickstart.md 5.17KB
  147. ultralytics-main/docs/en/guides/docker-quickstart.md 4.51KB
  148. ultralytics-main/docs/en/guides/heatmaps.md 12.38KB
  149. ultralytics-main/docs/en/guides/hyperparameter-tuning.md 9.58KB
  150. ultralytics-main/docs/en/guides/index.md 6.16KB
  151. ultralytics-main/docs/en/guides/instance-segmentation-and-tracking.md 5.82KB
  152. ultralytics-main/docs/en/guides/isolating-segmentation-objects.md 14.75KB
  153. ultralytics-main/docs/en/guides/kfold-cross-validation.md 12.32KB
  154. ultralytics-main/docs/en/guides/model-deployment-options.md 22.79KB
  155. ultralytics-main/docs/en/guides/object-counting.md 8.36KB
  156. ultralytics-main/docs/en/guides/raspberry-pi.md 8.21KB
  157. ultralytics-main/docs/en/guides/region-counting.md 5.01KB
  158. ultralytics-main/docs/en/guides/sahi-tiled-inference.md 7.36KB
  159. ultralytics-main/docs/en/guides/security-alarm-system.md 5.98KB
  160. ultralytics-main/docs/en/guides/triton-inference-server.md 4.99KB
  161. ultralytics-main/docs/en/guides/vision-eye.md 5.89KB
  162. ultralytics-main/docs/en/guides/workouts-monitoring.md 7.91KB
  163. ultralytics-main/docs/en/guides/yolo-common-issues.md 16.84KB
  164. ultralytics-main/docs/en/guides/yolo-performance-metrics.md 10.93KB
  165. ultralytics-main/docs/en/guides/yolo-thread-safe-inference.md 5.18KB
  166. ultralytics-main/docs/en/help/
  167. ultralytics-main/docs/en/help/CI.md 11.35KB
  168. ultralytics-main/docs/en/help/CLA.md 5.76KB
  169. ultralytics-main/docs/en/help/FAQ.md 3KB
  170. ultralytics-main/docs/en/help/code_of_conduct.md 5.45KB
  171. ultralytics-main/docs/en/help/contributing.md 5.27KB
  172. ultralytics-main/docs/en/help/environmental-health-safety.md 3.15KB
  173. ultralytics-main/docs/en/help/index.md 2.38KB
  174. ultralytics-main/docs/en/help/minimum_reproducible_example.md 3.62KB
  175. ultralytics-main/docs/en/help/privacy.md 7.87KB
  176. ultralytics-main/docs/en/help/security.md 3.18KB
  177. ultralytics-main/docs/en/hub/
  178. ultralytics-main/docs/en/hub/app/
  179. ultralytics-main/docs/en/hub/app/android.md 9.63KB
  180. ultralytics-main/docs/en/hub/app/index.md 4.59KB
  181. ultralytics-main/docs/en/hub/app/ios.md 6.83KB
  182. ultralytics-main/docs/en/hub/datasets.md 9.39KB
  183. ultralytics-main/docs/en/hub/index.md 5.44KB
  184. ultralytics-main/docs/en/hub/inference_api.md 14.39KB
  185. ultralytics-main/docs/en/hub/integrations.md 4.64KB
  186. ultralytics-main/docs/en/hub/models.md 12.83KB
  187. ultralytics-main/docs/en/hub/projects.md 11.15KB
  188. ultralytics-main/docs/en/hub/quickstart.md 2.58KB
  189. ultralytics-main/docs/en/index.md 8.85KB
  190. ultralytics-main/docs/en/integrations/
  191. ultralytics-main/docs/en/integrations/clearml.md 10.22KB
  192. ultralytics-main/docs/en/integrations/comet.md 8.82KB
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  195. ultralytics-main/docs/en/integrations/mlflow.md 5.34KB
  196. ultralytics-main/docs/en/integrations/openvino.md 20.09KB
  197. ultralytics-main/docs/en/integrations/ray-tune.md 10.85KB
  198. ultralytics-main/docs/en/integrations/roboflow.md 15.87KB
  199. ultralytics-main/docs/en/models/
  200. ultralytics-main/docs/en/models/fast-sam.md 9.4KB
  201. ultralytics-main/docs/en/models/index.md 5.3KB
  202. ultralytics-main/docs/en/models/mobile-sam.md 5.67KB
  203. ultralytics-main/docs/en/models/rtdetr.md 6.04KB
  204. ultralytics-main/docs/en/models/sam.md 12.72KB
  205. ultralytics-main/docs/en/models/yolo-nas.md 7.54KB
  206. ultralytics-main/docs/en/models/yolov3.md 5.82KB
  207. ultralytics-main/docs/en/models/yolov4.md 6.34KB
  208. ultralytics-main/docs/en/models/yolov5.md 10.69KB
  209. ultralytics-main/docs/en/models/yolov6.md 6.65KB
  210. ultralytics-main/docs/en/models/yolov7.md 5.94KB
  211. ultralytics-main/docs/en/models/yolov8.md 18KB
  212. ultralytics-main/docs/en/modes/
  213. ultralytics-main/docs/en/modes/benchmark.md 6.71KB
  214. ultralytics-main/docs/en/modes/export.md 7.84KB
  215. ultralytics-main/docs/en/modes/index.md 4.48KB
  216. ultralytics-main/docs/en/modes/predict.md 39.84KB
  217. ultralytics-main/docs/en/modes/track.md 16.21KB
  218. ultralytics-main/docs/en/modes/train.md 17.85KB
  219. ultralytics-main/docs/en/modes/val.md 5.76KB
  220. ultralytics-main/docs/en/quickstart.md 18.51KB
  221. ultralytics-main/docs/en/reference/
  222. ultralytics-main/docs/en/reference/cfg/
  223. ultralytics-main/docs/en/reference/cfg/__init__.md 1.38KB
  224. ultralytics-main/docs/en/reference/data/
  225. ultralytics-main/docs/en/reference/data/annotator.md 822B
  226. ultralytics-main/docs/en/reference/data/augment.md 1.84KB
  227. ultralytics-main/docs/en/reference/data/base.md 752B
  228. ultralytics-main/docs/en/reference/data/build.md 1.16KB
  229. ultralytics-main/docs/en/reference/data/converter.md 1.11KB
  230. ultralytics-main/docs/en/reference/data/dataset.md 1.04KB
  231. ultralytics-main/docs/en/reference/data/loaders.md 1.18KB
  232. ultralytics-main/docs/en/reference/data/utils.md 1.57KB
  233. ultralytics-main/docs/en/reference/engine/
  234. ultralytics-main/docs/en/reference/engine/exporter.md 1KB
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  236. ultralytics-main/docs/en/reference/engine/predictor.md 794B
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  238. ultralytics-main/docs/en/reference/engine/trainer.md 787B
  239. ultralytics-main/docs/en/reference/engine/tuner.md 938B
  240. ultralytics-main/docs/en/reference/engine/validator.md 798B
  241. ultralytics-main/docs/en/reference/hub/
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  243. ultralytics-main/docs/en/reference/hub/auth.md 770B
  244. ultralytics-main/docs/en/reference/hub/session.md 812B
  245. ultralytics-main/docs/en/reference/hub/utils.md 1013B
  246. ultralytics-main/docs/en/reference/models/
  247. ultralytics-main/docs/en/reference/models/fastsam/
  248. ultralytics-main/docs/en/reference/models/fastsam/model.md 824B
  249. ultralytics-main/docs/en/reference/models/fastsam/predict.md 909B
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  251. ultralytics-main/docs/en/reference/models/fastsam/utils.md 941B
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  253. ultralytics-main/docs/en/reference/models/nas/
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  255. ultralytics-main/docs/en/reference/models/nas/predict.md 839B
  256. ultralytics-main/docs/en/reference/models/nas/val.md 821B
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  258. ultralytics-main/docs/en/reference/models/rtdetr/model.md 830B
  259. ultralytics-main/docs/en/reference/models/rtdetr/predict.md 843B
  260. ultralytics-main/docs/en/reference/models/rtdetr/train.md 893B
  261. ultralytics-main/docs/en/reference/models/rtdetr/val.md 906B
  262. ultralytics-main/docs/en/reference/models/sam/
  263. ultralytics-main/docs/en/reference/models/sam/amg.md 1.48KB
  264. ultralytics-main/docs/en/reference/models/sam/build.md 1.11KB
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  267. ultralytics-main/docs/en/reference/models/sam/modules/decoders.md 950B
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  270. ultralytics-main/docs/en/reference/models/sam/modules/tiny_encoder.md 1.69KB
  271. ultralytics-main/docs/en/reference/models/sam/modules/transformer.md 1014B
  272. ultralytics-main/docs/en/reference/models/sam/predict.md 848B
  273. ultralytics-main/docs/en/reference/models/utils/
  274. ultralytics-main/docs/en/reference/models/utils/loss.md 921B
  275. ultralytics-main/docs/en/reference/models/utils/ops.md 896B
  276. ultralytics-main/docs/en/reference/models/yolo/
  277. ultralytics-main/docs/en/reference/models/yolo/classify/
  278. ultralytics-main/docs/en/reference/models/yolo/classify/predict.md 889B
  279. ultralytics-main/docs/en/reference/models/yolo/classify/train.md 898B
  280. ultralytics-main/docs/en/reference/models/yolo/classify/val.md 899B
  281. ultralytics-main/docs/en/reference/models/yolo/detect/
  282. ultralytics-main/docs/en/reference/models/yolo/detect/predict.md 874B
  283. ultralytics-main/docs/en/reference/models/yolo/detect/train.md 886B
  284. ultralytics-main/docs/en/reference/models/yolo/detect/val.md 846B
  285. ultralytics-main/docs/en/reference/models/yolo/model.md 802B
  286. ultralytics-main/docs/en/reference/models/yolo/pose/
  287. ultralytics-main/docs/en/reference/models/yolo/pose/predict.md 842B
  288. ultralytics-main/docs/en/reference/models/yolo/pose/train.md 854B
  289. ultralytics-main/docs/en/reference/models/yolo/pose/val.md 822B
  290. ultralytics-main/docs/en/reference/models/yolo/segment/
  291. ultralytics-main/docs/en/reference/models/yolo/segment/predict.md 846B
  292. ultralytics-main/docs/en/reference/models/yolo/segment/train.md 892B
  293. ultralytics-main/docs/en/reference/models/yolo/segment/val.md 893B
  294. ultralytics-main/docs/en/reference/nn/
  295. ultralytics-main/docs/en/reference/nn/autobackend.md 853B
  296. ultralytics-main/docs/en/reference/nn/modules/
  297. ultralytics-main/docs/en/reference/nn/modules/block.md 1.8KB
  298. ultralytics-main/docs/en/reference/nn/modules/conv.md 1.52KB
  299. ultralytics-main/docs/en/reference/nn/modules/head.md 1022B
  300. ultralytics-main/docs/en/reference/nn/modules/transformer.md 1.54KB
  301. ultralytics-main/docs/en/reference/nn/modules/utils.md 1.11KB
  302. ultralytics-main/docs/en/reference/nn/tasks.md 1.54KB
  303. ultralytics-main/docs/en/reference/solutions/
  304. ultralytics-main/docs/en/reference/solutions/ai_gym.md 955B
  305. ultralytics-main/docs/en/reference/solutions/heatmap.md 957B
  306. ultralytics-main/docs/en/reference/solutions/object_counter.md 1.04KB
  307. ultralytics-main/docs/en/reference/trackers/
  308. ultralytics-main/docs/en/reference/trackers/basetrack.md 891B
  309. ultralytics-main/docs/en/reference/trackers/bot_sort.md 914B
  310. ultralytics-main/docs/en/reference/trackers/byte_tracker.md 929B
  311. ultralytics-main/docs/en/reference/trackers/track.md 956B
  312. ultralytics-main/docs/en/reference/trackers/utils/
  313. ultralytics-main/docs/en/reference/trackers/utils/gmc.md 833B
  314. ultralytics-main/docs/en/reference/trackers/utils/kalman_filter.md 943B
  315. ultralytics-main/docs/en/reference/trackers/utils/matching.md 1.15KB
  316. ultralytics-main/docs/en/reference/utils/
  317. ultralytics-main/docs/en/reference/utils/__init__.md 2.5KB
  318. ultralytics-main/docs/en/reference/utils/autobatch.md 910B
  319. ultralytics-main/docs/en/reference/utils/benchmarks.md 881B
  320. ultralytics-main/docs/en/reference/utils/callbacks/
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  651. ultralytics-main/docs/zh/modes/predict.md 36.38KB
  652. ultralytics-main/docs/zh/modes/track.md 12.47KB
  653. ultralytics-main/docs/zh/modes/train.md 15.96KB
  654. ultralytics-main/docs/zh/modes/val.md 4.9KB
  655. ultralytics-main/docs/zh/quickstart.md 16.56KB
  656. ultralytics-main/docs/zh/tasks/
  657. ultralytics-main/docs/zh/tasks/classify.md 10.34KB
  658. ultralytics-main/docs/zh/tasks/detect.md 10.65KB
  659. ultralytics-main/docs/zh/tasks/index.md 2.53KB
  660. ultralytics-main/docs/zh/tasks/pose.md 11.57KB
  661. ultralytics-main/docs/zh/tasks/segment.md 11.28KB
  662. ultralytics-main/examples/
  663. ultralytics-main/examples/README.md 4.59KB
  664. ultralytics-main/examples/YOLOv8-CPP-Inference/
  665. ultralytics-main/examples/YOLOv8-CPP-Inference/CMakeLists.txt 547B
  666. ultralytics-main/examples/YOLOv8-CPP-Inference/README.md 1.78KB
  667. ultralytics-main/examples/YOLOv8-CPP-Inference/inference.cpp 5.5KB
  668. ultralytics-main/examples/YOLOv8-CPP-Inference/inference.h 1.95KB
  669. ultralytics-main/examples/YOLOv8-CPP-Inference/main.cpp 2.19KB
  670. ultralytics-main/examples/YOLOv8-ONNXRuntime-CPP/
  671. ultralytics-main/examples/YOLOv8-ONNXRuntime-CPP/CMakeLists.txt 3.37KB
  672. ultralytics-main/examples/YOLOv8-ONNXRuntime-CPP/README.md 3.29KB
  673. ultralytics-main/examples/YOLOv8-ONNXRuntime-CPP/inference.cpp 12.61KB
  674. ultralytics-main/examples/YOLOv8-ONNXRuntime-CPP/inference.h 1.81KB
  675. ultralytics-main/examples/YOLOv8-ONNXRuntime-CPP/main.cpp 5.45KB
  676. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/
  677. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml 796B
  678. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/README.md 6.6KB
  679. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/
  680. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/cli.rs 1.72KB
  681. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/lib.rs 3.26KB
  682. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/main.rs 626B
  683. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/model.rs 22.17KB
  684. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/ort_backend.rs 16.42KB
  685. ultralytics-main/examples/YOLOv8-ONNXRuntime-Rust/src/yolo_result.rs 5.19KB
  686. ultralytics-main/examples/YOLOv8-ONNXRuntime/
  687. ultralytics-main/examples/YOLOv8-ONNXRuntime/README.md 1.34KB
  688. ultralytics-main/examples/YOLOv8-ONNXRuntime/main.py 8.56KB
  689. ultralytics-main/examples/YOLOv8-OpenCV-ONNX-Python/
  690. ultralytics-main/examples/YOLOv8-OpenCV-ONNX-Python/README.md 356B
  691. ultralytics-main/examples/YOLOv8-OpenCV-ONNX-Python/main.py 4.14KB
  692. ultralytics-main/examples/YOLOv8-Region-Counter/
  693. ultralytics-main/examples/YOLOv8-Region-Counter/readme.md 5.11KB
  694. ultralytics-main/examples/YOLOv8-Region-Counter/yolov8_region_counter.py 8.26KB
  695. ultralytics-main/examples/YOLOv8-SAHI-Inference-Video/
  696. ultralytics-main/examples/YOLOv8-SAHI-Inference-Video/readme.md 2.73KB
  697. ultralytics-main/examples/YOLOv8-SAHI-Inference-Video/yolov8_sahi.py 4.21KB
  698. ultralytics-main/examples/YOLOv8-Segmentation-ONNXRuntime-Python/
  699. ultralytics-main/examples/YOLOv8-Segmentation-ONNXRuntime-Python/README.md 2.48KB
  700. ultralytics-main/examples/YOLOv8-Segmentation-ONNXRuntime-Python/main.py 13.33KB
  701. ultralytics-main/examples/hub.ipynb 3.97KB
  702. ultralytics-main/examples/tutorial.ipynb 32.67KB
  703. ultralytics-main/requirements.txt 1.38KB
  704. ultralytics-main/setup.cfg 1.97KB
  705. ultralytics-main/setup.py 4.15KB
  706. ultralytics-main/tests/
  707. ultralytics-main/tests/conftest.py 3.12KB
  708. ultralytics-main/tests/test_cli.py 4.91KB
  709. ultralytics-main/tests/test_cuda.py 3.41KB
  710. ultralytics-main/tests/test_engine.py 4.46KB
  711. ultralytics-main/tests/test_integrations.py 4.57KB
  712. ultralytics-main/tests/test_python.py 17.53KB
  713. ultralytics-main/ultralytics/
  714. ultralytics-main/ultralytics/__init__.py 463B
  715. ultralytics-main/ultralytics/assets/
  716. ultralytics-main/ultralytics/assets/bus.jpg 134.2KB
  717. ultralytics-main/ultralytics/assets/zidane.jpg 49.25KB
  718. ultralytics-main/ultralytics/cfg/
  719. ultralytics-main/ultralytics/cfg/__init__.py 19.39KB
  720. ultralytics-main/ultralytics/cfg/datasets/
  721. ultralytics-main/ultralytics/cfg/datasets/Argoverse.yaml 2.79KB
  722. ultralytics-main/ultralytics/cfg/datasets/DOTAv2.yaml 1.12KB
  723. ultralytics-main/ultralytics/cfg/datasets/GlobalWheat2020.yaml 1.93KB
  724. ultralytics-main/ultralytics/cfg/datasets/ImageNet.yaml 41.44KB
  725. ultralytics-main/ultralytics/cfg/datasets/Objects365.yaml 9.04KB
  726. ultralytics-main/ultralytics/cfg/datasets/SKU-110K.yaml 2.37KB
  727. ultralytics-main/ultralytics/cfg/datasets/VOC.yaml 3.42KB
  728. ultralytics-main/ultralytics/cfg/datasets/VisDrone.yaml 2.94KB
  729. ultralytics-main/ultralytics/cfg/datasets/coco-pose.yaml 1.51KB
  730. ultralytics-main/ultralytics/cfg/datasets/coco.yaml 2.46KB
  731. ultralytics-main/ultralytics/cfg/datasets/coco128-seg.yaml 1.82KB
  732. ultralytics-main/ultralytics/cfg/datasets/coco128.yaml 1.8KB
  733. ultralytics-main/ultralytics/cfg/datasets/coco8-pose.yaml 895B
  734. ultralytics-main/ultralytics/cfg/datasets/coco8-seg.yaml 1.75KB
  735. ultralytics-main/ultralytics/cfg/datasets/coco8.yaml 1.74KB
  736. ultralytics-main/ultralytics/cfg/datasets/open-images-v7.yaml 12.13KB
  737. ultralytics-main/ultralytics/cfg/datasets/tiger-pose.yaml 797B
  738. ultralytics-main/ultralytics/cfg/datasets/xView.yaml 5.03KB
  739. ultralytics-main/ultralytics/cfg/default.yaml 7.56KB
  740. ultralytics-main/ultralytics/cfg/models/
  741. ultralytics-main/ultralytics/cfg/models/README.md 3.02KB
  742. ultralytics-main/ultralytics/cfg/models/rt-detr/
  743. ultralytics-main/ultralytics/cfg/models/rt-detr/rtdetr-l.yaml 1.91KB
  744. ultralytics-main/ultralytics/cfg/models/rt-detr/rtdetr-resnet101.yaml 1.5KB
  745. ultralytics-main/ultralytics/cfg/models/rt-detr/rtdetr-resnet50.yaml 1.5KB
  746. ultralytics-main/ultralytics/cfg/models/rt-detr/rtdetr-x.yaml 2.12KB
  747. ultralytics-main/ultralytics/cfg/models/v3/
  748. ultralytics-main/ultralytics/cfg/models/v3/yolov3-spp.yaml 1.51KB
  749. ultralytics-main/ultralytics/cfg/models/v3/yolov3-tiny.yaml 1.22KB
  750. ultralytics-main/ultralytics/cfg/models/v3/yolov3.yaml 1.5KB
  751. ultralytics-main/ultralytics/cfg/models/v5/
  752. ultralytics-main/ultralytics/cfg/models/v5/yolov5-p6.yaml 1.88KB
  753. ultralytics-main/ultralytics/cfg/models/v5/yolov5.yaml 1.51KB
  754. ultralytics-main/ultralytics/cfg/models/v6/
  755. ultralytics-main/ultralytics/cfg/models/v6/yolov6.yaml 1.69KB
  756. ultralytics-main/ultralytics/cfg/models/v8/
  757. ultralytics-main/ultralytics/cfg/models/v8/yolov8-cls.yaml 920B
  758. ultralytics-main/ultralytics/cfg/models/v8/yolov8-ghost-p2.yaml 2.26KB
  759. ultralytics-main/ultralytics/cfg/models/v8/yolov8-ghost-p6.yaml 2.32KB
  760. ultralytics-main/ultralytics/cfg/models/v8/yolov8-ghost.yaml 2.07KB
  761. ultralytics-main/ultralytics/cfg/models/v8/yolov8-p2.yaml 1.71KB
  762. ultralytics-main/ultralytics/cfg/models/v8/yolov8-p6.yaml 1.81KB
  763. ultralytics-main/ultralytics/cfg/models/v8/yolov8-pose-p6.yaml 1.9KB
  764. ultralytics-main/ultralytics/cfg/models/v8/yolov8-pose.yaml 1.54KB
  765. ultralytics-main/ultralytics/cfg/models/v8/yolov8-rtdetr.yaml 1.88KB
  766. ultralytics-main/ultralytics/cfg/models/v8/yolov8-seg-p6.yaml 1.82KB
  767. ultralytics-main/ultralytics/cfg/models/v8/yolov8-seg.yaml 1.46KB
  768. ultralytics-main/ultralytics/cfg/models/v8/yolov8.yaml 1.87KB
  769. ultralytics-main/ultralytics/cfg/trackers/
  770. ultralytics-main/ultralytics/cfg/trackers/botsort.yaml 890B
  771. ultralytics-main/ultralytics/cfg/trackers/bytetrack.yaml 694B
  772. ultralytics-main/ultralytics/data/
  773. ultralytics-main/ultralytics/data/__init__.py 389B
  774. ultralytics-main/ultralytics/data/annotator.py 2.07KB
  775. ultralytics-main/ultralytics/data/augment.py 47.13KB
  776. ultralytics-main/ultralytics/data/base.py 13KB
  777. ultralytics-main/ultralytics/data/build.py 6.51KB
  778. ultralytics-main/ultralytics/data/converter.py 12.21KB
  779. ultralytics-main/ultralytics/data/dataset.py 15.64KB
  780. ultralytics-main/ultralytics/data/loaders.py 21.68KB
  781. ultralytics-main/ultralytics/data/scripts/
  782. ultralytics-main/ultralytics/data/scripts/download_weights.sh 568B
  783. ultralytics-main/ultralytics/data/scripts/get_coco.sh 1.69KB
  784. ultralytics-main/ultralytics/data/scripts/get_coco128.sh 619B
  785. ultralytics-main/ultralytics/data/scripts/get_imagenet.sh 1.63KB
  786. ultralytics-main/ultralytics/data/utils.py 29KB
  787. ultralytics-main/ultralytics/engine/
  788. ultralytics-main/ultralytics/engine/__init__.py 42B
  789. ultralytics-main/ultralytics/engine/exporter.py 50.03KB
  790. ultralytics-main/ultralytics/engine/model.py 18.79KB
  791. ultralytics-main/ultralytics/engine/predictor.py 17.14KB
  792. ultralytics-main/ultralytics/engine/results.py 22.87KB
  793. ultralytics-main/ultralytics/engine/trainer.py 33.09KB
  794. ultralytics-main/ultralytics/engine/tuner.py 11.44KB
  795. ultralytics-main/ultralytics/engine/validator.py 14.11KB
  796. ultralytics-main/ultralytics/hub/
  797. ultralytics-main/ultralytics/hub/__init__.py 3.6KB
  798. ultralytics-main/ultralytics/hub/auth.py 5.24KB
  799. ultralytics-main/ultralytics/hub/session.py 8.23KB
  800. ultralytics-main/ultralytics/hub/utils.py 9.36KB
  801. ultralytics-main/ultralytics/models/
  802. ultralytics-main/ultralytics/models/__init__.py 173B
  803. ultralytics-main/ultralytics/models/fastsam/
  804. ultralytics-main/ultralytics/models/fastsam/__init__.py 254B
  805. ultralytics-main/ultralytics/models/fastsam/model.py 1.03KB
  806. ultralytics-main/ultralytics/models/fastsam/predict.py 4.01KB
  807. ultralytics-main/ultralytics/models/fastsam/prompt.py 15.9KB
  808. ultralytics-main/ultralytics/models/fastsam/utils.py 2.11KB
  809. ultralytics-main/ultralytics/models/fastsam/val.py 1.92KB
  810. ultralytics-main/ultralytics/models/nas/
  811. ultralytics-main/ultralytics/models/nas/__init__.py 179B
  812. ultralytics-main/ultralytics/models/nas/model.py 2.8KB
  813. ultralytics-main/ultralytics/models/nas/predict.py 2.2KB
  814. ultralytics-main/ultralytics/models/nas/val.py 1.8KB
  815. ultralytics-main/ultralytics/models/rtdetr/
  816. ultralytics-main/ultralytics/models/rtdetr/__init__.py 197B
  817. ultralytics-main/ultralytics/models/rtdetr/model.py 2.09KB
  818. ultralytics-main/ultralytics/models/rtdetr/predict.py 3.34KB
  819. ultralytics-main/ultralytics/models/rtdetr/train.py 3.71KB
  820. ultralytics-main/ultralytics/models/rtdetr/val.py 6.46KB
  821. ultralytics-main/ultralytics/models/sam/
  822. ultralytics-main/ultralytics/models/sam/__init__.py 144B
  823. ultralytics-main/ultralytics/models/sam/amg.py 7.92KB
  824. ultralytics-main/ultralytics/models/sam/build.py 4.76KB
  825. ultralytics-main/ultralytics/models/sam/model.py 4.6KB
  826. ultralytics-main/ultralytics/models/sam/modules/
  827. ultralytics-main/ultralytics/models/sam/modules/__init__.py 42B
  828. ultralytics-main/ultralytics/models/sam/modules/decoders.py 7.61KB
  829. ultralytics-main/ultralytics/models/sam/modules/encoders.py 24.42KB
  830. ultralytics-main/ultralytics/models/sam/modules/sam.py 2.72KB
  831. ultralytics-main/ultralytics/models/sam/modules/tiny_encoder.py 28.3KB
  832. ultralytics-main/ultralytics/models/sam/modules/transformer.py 10.9KB
  833. ultralytics-main/ultralytics/models/sam/predict.py 23.16KB
  834. ultralytics-main/ultralytics/models/utils/
  835. ultralytics-main/ultralytics/models/utils/__init__.py 42B
  836. ultralytics-main/ultralytics/models/utils/loss.py 15.59KB
  837. ultralytics-main/ultralytics/models/utils/ops.py 12.97KB
  838. ultralytics-main/ultralytics/models/yolo/
  839. ultralytics-main/ultralytics/models/yolo/__init__.py 195B
  840. ultralytics-main/ultralytics/models/yolo/classify/
  841. ultralytics-main/ultralytics/models/yolo/classify/__init__.py 355B
  842. ultralytics-main/ultralytics/models/yolo/classify/predict.py 1.94KB
  843. ultralytics-main/ultralytics/models/yolo/classify/train.py 6.58KB
  844. ultralytics-main/ultralytics/models/yolo/classify/val.py 4.84KB
  845. ultralytics-main/ultralytics/models/yolo/detect/
  846. ultralytics-main/ultralytics/models/yolo/detect/__init__.py 229B
  847. ultralytics-main/ultralytics/models/yolo/detect/predict.py 1.59KB
  848. ultralytics-main/ultralytics/models/yolo/detect/train.py 5.4KB
  849. ultralytics-main/ultralytics/models/yolo/detect/val.py 12.66KB
  850. ultralytics-main/ultralytics/models/yolo/model.py 1.41KB
  851. ultralytics-main/ultralytics/models/yolo/pose/
  852. ultralytics-main/ultralytics/models/yolo/pose/__init__.py 199B
  853. ultralytics-main/ultralytics/models/yolo/pose/predict.py 2.46KB
  854. ultralytics-main/ultralytics/models/yolo/pose/train.py 2.82KB
  855. ultralytics-main/ultralytics/models/yolo/pose/val.py 10.41KB
  856. ultralytics-main/ultralytics/models/yolo/segment/
  857. ultralytics-main/ultralytics/models/yolo/segment/__init__.py 247B
  858. ultralytics-main/ultralytics/models/yolo/segment/predict.py 2.55KB
  859. ultralytics-main/ultralytics/models/yolo/segment/train.py 2.22KB
  860. ultralytics-main/ultralytics/models/yolo/segment/val.py 11.68KB
  861. ultralytics-main/ultralytics/nn/
  862. ultralytics-main/ultralytics/nn/__init__.py 555B
  863. ultralytics-main/ultralytics/nn/autobackend.py 26.33KB
  864. ultralytics-main/ultralytics/nn/modules/
  865. ultralytics-main/ultralytics/nn/modules/__init__.py 1.66KB
  866. ultralytics-main/ultralytics/nn/modules/block.py 14.14KB
  867. ultralytics-main/ultralytics/nn/modules/conv.py 12.47KB
  868. ultralytics-main/ultralytics/nn/modules/head.py 17.94KB
  869. ultralytics-main/ultralytics/nn/modules/transformer.py 17.48KB
  870. ultralytics-main/ultralytics/nn/modules/utils.py 3.36KB
  871. ultralytics-main/ultralytics/nn/tasks.py 35.75KB
  872. ultralytics-main/ultralytics/solutions/
  873. ultralytics-main/ultralytics/solutions/__init__.py 42B
  874. ultralytics-main/ultralytics/solutions/ai_gym.py 6.09KB
  875. ultralytics-main/ultralytics/solutions/heatmap.py 6.51KB
  876. ultralytics-main/ultralytics/solutions/object_counter.py 6.42KB
  877. ultralytics-main/ultralytics/trackers/
  878. ultralytics-main/ultralytics/trackers/README.md 13.13KB
  879. ultralytics-main/ultralytics/trackers/__init__.py 227B
  880. ultralytics-main/ultralytics/trackers/basetrack.py 3.5KB
  881. ultralytics-main/ultralytics/trackers/bot_sort.py 8.4KB
  882. ultralytics-main/ultralytics/trackers/byte_tracker.py 17.99KB
  883. ultralytics-main/ultralytics/trackers/track.py 2.81KB
  884. ultralytics-main/ultralytics/trackers/utils/
  885. ultralytics-main/ultralytics/trackers/utils/__init__.py 42B
  886. ultralytics-main/ultralytics/trackers/utils/gmc.py 13.74KB
  887. ultralytics-main/ultralytics/trackers/utils/kalman_filter.py 14.48KB
  888. ultralytics-main/ultralytics/trackers/utils/matching.py 4.95KB
  889. ultralytics-main/ultralytics/utils/
  890. ultralytics-main/ultralytics/utils/__init__.py 33KB
  891. ultralytics-main/ultralytics/utils/autobatch.py 3.77KB
  892. ultralytics-main/ultralytics/utils/benchmarks.py 17.79KB
  893. ultralytics-main/ultralytics/utils/callbacks/
  894. ultralytics-main/ultralytics/utils/callbacks/__init__.py 214B
  895. ultralytics-main/ultralytics/utils/callbacks/base.py 5.64KB
  896. ultralytics-main/ultralytics/utils/callbacks/clearml.py 6.13KB
  897. ultralytics-main/ultralytics/utils/callbacks/comet.py 13.54KB
  898. ultralytics-main/ultralytics/utils/callbacks/dvc.py 4.88KB
  899. ultralytics-main/ultralytics/utils/callbacks/hub.py 3.27KB
  900. ultralytics-main/ultralytics/utils/callbacks/mlflow.py 4.71KB
  901. ultralytics-main/ultralytics/utils/callbacks/neptune.py 3.61KB
  902. ultralytics-main/ultralytics/utils/callbacks/raytune.py 608B
  903. ultralytics-main/ultralytics/utils/callbacks/tensorboard.py 2.83KB
  904. ultralytics-main/ultralytics/utils/callbacks/wb.py 6.6KB
  905. ultralytics-main/ultralytics/utils/checks.py 26.88KB
  906. ultralytics-main/ultralytics/utils/dist.py 2.34KB
  907. ultralytics-main/ultralytics/utils/downloads.py 20.52KB
  908. ultralytics-main/ultralytics/utils/errors.py 816B
  909. ultralytics-main/ultralytics/utils/files.py 5.15KB
  910. ultralytics-main/ultralytics/utils/instance.py 15.56KB
  911. ultralytics-main/ultralytics/utils/loss.py 25.13KB
  912. ultralytics-main/ultralytics/utils/metrics.py 46.33KB
  913. ultralytics-main/ultralytics/utils/ops.py 30.56KB
  914. ultralytics-main/ultralytics/utils/patches.py 2.18KB
  915. ultralytics-main/ultralytics/utils/plotting.py 38.62KB
  916. ultralytics-main/ultralytics/utils/tal.py 13.35KB
  917. ultralytics-main/ultralytics/utils/torch_utils.py 23.98KB
  918. ultralytics-main/ultralytics/utils/triton.py 3.84KB
  919. ultralytics-main/ultralytics/utils/tuner.py 6.08KB

资源介绍:

yolov8源代码
<div align="center"> <p> <a href="https://yolovision.ultralytics.com/" target="_blank"> <img width="100%" src="https://raw.githubusercontent.com/ultralytics/assets/main/im/banner-yolo-vision-2023.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/requirements.txt) 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="coco128.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> ## <div align="center">Models</div> YOLOv8 [Detect](https://docs.ultralytics.com/tasks/detect), [Segment](https://docs.ultralytics.com/tasks/segment) and [Pose](https://docs.ultralytics.com/tasks/pose) models pretrained on the [COCO](https://docs.ultralytics.com/datasets/detect/coco) dataset are available here, as well as YOLOv8 [Classify](https://docs.ultralytics.com/tasks/classify) models pretrained on the [ImageNet](https://docs.ultralytics.com/datasets/c
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