ultralytics-main.zip
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5.0
上传者:qq_26938321
更新日期:2025-09-22

目标检测+yolov8+源码+运行调试

资源文件列表(大概)

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ultralytics-main/
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ultralytics-main/.github/
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ultralytics-main/.github/ISSUE_TEMPLATE/
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ultralytics-main/.github/ISSUE_TEMPLATE/bug-report.yml
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ultralytics-main/.github/ISSUE_TEMPLATE/config.yml
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ultralytics-main/.github/ISSUE_TEMPLATE/feature-request.yml
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ultralytics-main/.gitignore
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ultralytics-main/.pre-commit-config.yaml
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ultralytics-main/CITATION.cff
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ultralytics-main/CONTRIBUTING.md
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ultralytics-main/LICENSE
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ultralytics-main/MANIFEST.in
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ultralytics-main/README.md
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ultralytics-main/README.zh-CN.md
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ultralytics-main/docs/README.md
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ultralytics-main/examples/tutorial.ipynb
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ultralytics-main/ultralytics/
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ultralytics-main/ultralytics/models/README.md
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ultralytics-main/ultralytics/models/v8/
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ultralytics-main/ultralytics/models/v8/cls/yolov8l-cls.yaml
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ultralytics-main/ultralytics/models/v8/seg/yolov8l-seg.yaml
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ultralytics-main/ultralytics/nn/autobackend.py
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ultralytics-main/ultralytics/yolo/
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ultralytics-main/ultralytics/yolo/cli.py
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ultralytics-main/ultralytics/yolo/configs/__init__.py
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ultralytics-main/ultralytics/yolo/configs/default.yaml
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ultralytics-main/ultralytics/yolo/configs/hydra_patch.py
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ultralytics-main/ultralytics/yolo/data/__init__.py
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ultralytics-main/ultralytics/yolo/data/augment.py
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ultralytics-main/ultralytics/yolo/data/base.py
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ultralytics-main/ultralytics/yolo/data/build.py
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ultralytics-main/ultralytics/yolo/data/dataloaders/
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ultralytics-main/ultralytics/yolo/data/dataloaders/__init__.py
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ultralytics-main/ultralytics/yolo/data/dataloaders/stream_loaders.py
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ultralytics-main/ultralytics/yolo/data/dataloaders/v5augmentations.py
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ultralytics-main/ultralytics/yolo/data/dataloaders/v5loader.py
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ultralytics-main/ultralytics/yolo/data/dataset.py
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ultralytics-main/ultralytics/yolo/data/dataset_wrappers.py
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ultralytics-main/ultralytics/yolo/data/datasets/
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ultralytics-main/ultralytics/yolo/data/datasets/Argoverse.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/GlobalWheat2020.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/ImageNet.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/Objects365.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/SKU-110K.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/VOC.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/VisDrone.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/coco.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/coco128-seg.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/coco128.yaml
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ultralytics-main/ultralytics/yolo/data/datasets/xView.yaml
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ultralytics-main/ultralytics/yolo/data/scripts/download_weights.sh
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ultralytics-main/ultralytics/yolo/data/scripts/get_coco.sh
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ultralytics-main/ultralytics/yolo/data/scripts/get_coco128.sh
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ultralytics-main/ultralytics/yolo/data/scripts/get_imagenet.sh
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ultralytics-main/ultralytics/yolo/data/utils.py
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ultralytics-main/ultralytics/yolo/engine/
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ultralytics-main/ultralytics/yolo/engine/__init__.py
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ultralytics-main/ultralytics/yolo/engine/exporter.py
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ultralytics-main/ultralytics/yolo/engine/model.py
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ultralytics-main/ultralytics/yolo/engine/predictor.py
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ultralytics-main/ultralytics/yolo/engine/trainer.py
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ultralytics-main/ultralytics/yolo/engine/validator.py
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ultralytics-main/ultralytics/yolo/utils/autobatch.py
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ultralytics-main/ultralytics/yolo/utils/callbacks/__init__.py
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ultralytics-main/ultralytics/yolo/utils/callbacks/base.py
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ultralytics-main/ultralytics/yolo/utils/callbacks/clearml.py
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ultralytics-main/ultralytics/yolo/utils/callbacks/comet.py
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ultralytics-main/ultralytics/yolo/utils/callbacks/hub.py
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ultralytics-main/ultralytics/yolo/utils/callbacks/tensorboard.py
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ultralytics-main/ultralytics/yolo/utils/checks.py
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ultralytics-main/ultralytics/yolo/utils/dist.py
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ultralytics-main/ultralytics/yolo/utils/downloads.py
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ultralytics-main/ultralytics/yolo/utils/files.py
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ultralytics-main/ultralytics/yolo/utils/instance.py
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ultralytics-main/ultralytics/yolo/utils/loss.py
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ultralytics-main/ultralytics/yolo/utils/metrics.py
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ultralytics-main/ultralytics/yolo/utils/ops.py
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ultralytics-main/ultralytics/yolo/utils/plotting.py
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ultralytics-main/ultralytics/yolo/utils/tal.py
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ultralytics-main/ultralytics/yolo/utils/torch_utils.py
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ultralytics-main/ultralytics/yolo/v8/
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ultralytics-main/ultralytics/yolo/v8/__init__.py
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ultralytics-main/ultralytics/yolo/v8/classify/
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ultralytics-main/ultralytics/yolo/v8/classify/__init__.py
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ultralytics-main/ultralytics/yolo/v8/classify/predict.py
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ultralytics-main/ultralytics/yolo/v8/classify/train.py
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ultralytics-main/ultralytics/yolo/v8/classify/val.py
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ultralytics-main/ultralytics/yolo/v8/detect/
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ultralytics-main/ultralytics/yolo/v8/detect/__init__.py
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ultralytics-main/ultralytics/yolo/v8/detect/predict.py
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ultralytics-main/ultralytics/yolo/v8/detect/train.py
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ultralytics-main/ultralytics/yolo/v8/segment/__init__.py
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ultralytics-main/ultralytics/yolo/v8/segment/predict.py
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资源内容介绍

yolov8源码+yolov8调试运行
<div align="center"> <p> <a align="center" href="https://ultralytics.com/yolov8" target="_blank"> <img width="100%" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png"></a> </p>[English](README.md) | [简体中文](README.zh-CN.md)<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://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> <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 YOLOv8](https://github.com/ultralytics/ultralytics), developed by [Ultralytics](https://ultralytics.com),is a cutting-edge, state-of-the-art (SOTA) model that builds upon the success of previous YOLO versions and introducesnew features and improvements to further boost performance and flexibility. YOLOv8 is designed to be fast, accurate, andeasy to use, making it an excellent choice for a wide range of object detection, image segmentation and imageclassification tasks.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"></a><div align="center"> <a href="https://github.com/ultralytics" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="2%" alt="" /></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="" /> <a href="https://www.linkedin.com/company/ultralytics" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png" width="2%" alt="" /></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="" /> <a href="https://twitter.com/ultralytics" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png" width="2%" alt="" /></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="" /> <a href="https://www.producthunt.com/@glenn_jocher" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-producthunt.png" width="2%" alt="" /></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="" /> <a href="https://youtube.com/ultralytics" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png" width="2%" alt="" /></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="" /> <a href="https://www.facebook.com/ultralytics" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-facebook.png" width="2%" alt="" /></a> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%" alt="" /> <a href="https://www.instagram.com/ultralytics/" style="text-decoration:none;"> <img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-instagram.png" width="2%" alt="" /></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 fulldocumentation on training, validation, prediction and deployment.<details open><summary>Install</summary>Pip install the ultralytics package includingall [requirements.txt](https://github.com/ultralytics/ultralytics/blob/main/requirements.txt) in a[**Python>=3.7.0**](https://www.python.org/) environment, including[**PyTorch>=1.7**](https://pytorch.org/get-started/locally/).```bashpip install ultralytics```</details><details open><summary>Usage</summary>YOLOv8 may be used directly in the Command Line Interface (CLI) with a `yolo` command:```bashyolo task=detect mode=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 a full listof available `yolo` [arguments](https://docs.ultralytics.com/config/) in theYOLOv8 [Docs](https://docs.ultralytics.com).```bashyolo task=detect mode=train model=yolov8n.pt args... classify predict yolov8n-cls.yaml args... segment val yolov8n-seg.yaml args... export yolov8n.pt format=onnx args...```YOLOv8 may also be used directly in a Python environment, and accepts thesame [arguments](https://docs.ultralytics.com/config/) as in the CLI example above:```pythonfrom ultralytics import YOLO# Load a modelmodel = YOLO("yolov8n.yaml") # build a new model from scratchmodel = YOLO("yolov8n.pt") # load a pretrained model (recommended for training)# Use the modelresults = model.train(data="coco128.yaml", epochs=3) # train the modelresults = model.val() # evaluate model performance on the validation setresults = model("https://ultralytics.com/images/bus.jpg") # predict on an imagesuccess = model.export(format="onnx") # export the model to ONNX format```[Models](https://github.com/ultralytics/ultralytics/tree/main/ultralytics/models) download automatically from the latestUltralytics [release](https://github.com/ultralytics/assets/releases).### Known Issues / TODOsWe are still working on several parts of YOLOv8! We aim to have these completed soon to bring the YOLOv8 feature set upto par with YOLOv5, including export and inference to all the same formats. We are also writing a YOLOv8 paper which wewill submit to [arxiv.org](https://arxiv.org) once complete.- [ ] TensorFlow exports- [ ] DDP resume- [ ] [arxiv.org](https://arxiv.org) paper</details>## <div align="center">Models</div>All YOLOv8 pretrained models are available here. Detection and Segmentation models are pretrained on the COCO dataset,while Classification models are pretrained on the ImageNet dataset.[Models](https://github.com/ultralytics/ultralytics/tree/main/ultralytics/models) download automatically from the latestUltralytics [release](https://github.com/ultralytics/assets/releases) on first use.<details open><summary>Detection</summary>See [Detection Docs](https://docs.ultralytics.com/tasks/detection/) for usage examples with these models.| Model | size<br><sup>(pixels) | mAP<sup>val<br>50-95 | Speed<br><sup>CPU ONNX<br>(ms) | Speed<br><sup>A100 TensorRT<br>(ms) | params<br><sup>(M) | FLOPs<br><sup>(B) || ------------------------------------------------------------------------------------ | --------------------- | -------------------- | ------------------------------ | ----------------------------------- | ------------------ | ----------------- || [YOLOv8n](https://github.com/ultralytics/asset

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