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ultralytics_obb_segment.zip

行业研究 5.95MB 20 需要积分: 1
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资源介绍:

ultralytics_obb_segment.zip

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[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 Docs for details, raise an issue on GitHub for support, and join our Discord community for questions and discussions! To request an Enterprise License please complete the form at [Ultralytics Licensing](https://ultralytics.com/license). YOLOv8 performance plots
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##
Documentation
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.
Install 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).
Usage ### 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.
### 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

资源文件列表:

ultralytics_obb_segment.zip 大约有2618个文件
  1. ultralytics_obb_segment/
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  2195. ultralytics_obb_segment/ultralytics/.git/objects/f6/364d345f54e47f54f2c3d0b21e0a903cc92a17 685B
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  2200. ultralytics_obb_segment/ultralytics/.git/objects/f8/a0810a04b3aea895b0eb0da55c8bf5187c186c 135B
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  2208. ultralytics_obb_segment/ultralytics/.git/objects/info/
  2209. ultralytics_obb_segment/ultralytics/.git/objects/pack/
  2210. ultralytics_obb_segment/ultralytics/.git/refs/
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  2213. ultralytics_obb_segment/ultralytics/.git/refs/tags/
  2214. ultralytics_obb_segment/ultralytics/assets/
  2215. ultralytics_obb_segment/ultralytics/assets/bus.jpg 134.2KB
  2216. ultralytics_obb_segment/ultralytics/assets/zidane.jpg 49.25KB
  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
  2242. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/tiger-pose.yaml 864B
  2243. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/VisDrone.yaml 3KB
  2244. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/VOC.yaml 3.57KB
  2245. ultralytics_obb_segment/ultralytics/cfg/datasets/offical/xView.yaml 5.09KB
  2246. ultralytics_obb_segment/ultralytics/cfg/datasets/project/
  2247. ultralytics_obb_segment/ultralytics/cfg/datasets/project/cls/
  2248. ultralytics_obb_segment/ultralytics/cfg/datasets/project/cls/tatou_cls.yaml 1.18KB
  2249. ultralytics_obb_segment/ultralytics/cfg/datasets/project/det/
  2250. ultralytics_obb_segment/ultralytics/cfg/datasets/project/det/35kv_110kv_jiupian.yaml 3.61KB
  2251. ultralytics_obb_segment/ultralytics/cfg/datasets/project/det/fly.yaml 2.1KB
  2252. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/
  2253. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/tatou.yaml 1.03KB
  2254. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/tatou_shang.yaml 890B
  2255. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/uav.yaml 733B
  2256. ultralytics_obb_segment/ultralytics/cfg/datasets/project/kpt/uav_crop_car.yaml 738B
  2257. ultralytics_obb_segment/ultralytics/cfg/datasets/project/obb/
  2258. ultralytics_obb_segment/ultralytics/cfg/datasets/project/obb/dxfr_obb.yaml 1.06KB
  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/
  2263. ultralytics_obb_segment/ultralytics/cfg/models/README.md 3.02KB
  2264. ultralytics_obb_segment/ultralytics/cfg/models/rt-detr/
  2265. ultralytics_obb_segment/ultralytics/cfg/models/rt-detr/rtdetr-l.yaml 1.89KB
  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/
  2270. ultralytics_obb_segment/ultralytics/cfg/models/v3/yolov3-spp.yaml 1.49KB
  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/
  2274. ultralytics_obb_segment/ultralytics/cfg/models/v5/yolov5-p6.yaml 1.85KB
  2275. ultralytics_obb_segment/ultralytics/cfg/models/v5/yolov5.yaml 1.49KB
  2276. ultralytics_obb_segment/ultralytics/cfg/models/v6/
  2277. ultralytics_obb_segment/ultralytics/cfg/models/v6/yolov6.yaml 1.68KB
  2278. ultralytics_obb_segment/ultralytics/cfg/models/v8/
  2279. ultralytics_obb_segment/ultralytics/cfg/models/v8/yolov8-cls-resnet101.yaml 883B
  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/
  2299. ultralytics_obb_segment/ultralytics/cfg/models/v9/yolov9c-seg.yaml 1.24KB
  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
  2303. ultralytics_obb_segment/ultralytics/cfg/trackers/
  2304. ultralytics_obb_segment/ultralytics/cfg/trackers/botsort.yaml 883B
  2305. ultralytics_obb_segment/ultralytics/cfg/trackers/bytetrack.yaml 688B
  2306. ultralytics_obb_segment/ultralytics/cfg/__init__.py 21.11KB
  2307. ultralytics_obb_segment/ultralytics/cfg/__pycache__/
  2308. ultralytics_obb_segment/ultralytics/cfg/__pycache__/__init__.cpython-38.pyc 18.23KB
  2309. ultralytics_obb_segment/ultralytics/data/
  2310. ultralytics_obb_segment/ultralytics/data/annotator.py 2.07KB
  2311. ultralytics_obb_segment/ultralytics/data/augment.py 56.45KB
  2312. ultralytics_obb_segment/ultralytics/data/base.py 13.17KB
  2313. ultralytics_obb_segment/ultralytics/data/build.py 7.1KB
  2314. ultralytics_obb_segment/ultralytics/data/converter.py 17.12KB
  2315. ultralytics_obb_segment/ultralytics/data/dataset.py 22.27KB
  2316. ultralytics_obb_segment/ultralytics/data/explorer/
  2317. ultralytics_obb_segment/ultralytics/data/explorer/explorer.py 18.27KB
  2318. ultralytics_obb_segment/ultralytics/data/explorer/gui/
  2319. ultralytics_obb_segment/ultralytics/data/explorer/gui/dash.py 9.85KB
  2320. ultralytics_obb_segment/ultralytics/data/explorer/gui/__init__.py 42B
  2321. ultralytics_obb_segment/ultralytics/data/explorer/utils.py 6.92KB
  2322. ultralytics_obb_segment/ultralytics/data/explorer/__init__.py 113B
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