基于 Gradio Blocks 的 YOLOv5 通用目标检测演示系统 Gradio YOLOv5 Det 项目的扩展版

<p align="center"> <a href="https://gitee.com/CV_Lab/gradio_yolov5_det_blocks"> <img src="https://pycver.gitee.io/ows-pics/imgs/gradio_yolov5_det_blocks_logo.png" alt="Simple Icons" > </a> <p align="center"> 基于Gradio Blocks的YOLOv5通用目标检测演示系统 </p> <p align="center"> <a href="https://gitee.com/CV_Lab/gradio_yolov5_det">Gradio YOLOv5 Det</a>的扩展项目 </p> </p> <p align="center"> <a href="#"><img src="https://img.shields.io/badge/CodeCheck-passing-success" alt="code check" /></a> <a href="https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/releases/v0.4.2"><img src="https://img.shields.io/badge/Releases-v0.4.2-green" alt="Releases Version" /></a> <a href="https://gitee.com/CV_Lab/gradio_yolov5_det"><img src="https://img.shields.io/badge/Gradio--YOLOv5--Det-v0.5.2-brightgreen" alt="gradio awesome demos" /></a> <a href="https://huggingface.co/"><img src="https://img.shields.io/badge/%F0%9F%A4%97-Hugging%20Face-blue" alt="Hugging Face Spaces" /></a> <a href="https://huggingface.co/spaces"><img src="https://img.shields.io/badge/🤗%20Hugging%20Face-Spaces-blue" alt="Hugging Face Spaces" /></a> <a href="https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/blob/master/LICENSE"><img src="https://img.shields.io/badge/License-GPL--3.0-blue" alt="License" /></a> </p> <p align="center"> <a href="https://github.com/ultralytics/yolov5"><img src="https://img.shields.io/badge/YOLOv5-v7.0-blue" alt="YOLOv5 Version" /></a> <a href="https://github.com/gradio-app/gradio"><img src="https://img.shields.io/badge/Gradio-3.14.0+-orange" alt="Gradio Version" /></a> <a href="#"><img src="https://img.shields.io/badge/Python-3.8%2B-blue?logo=python" alt="Python Version" /></a> <a href="https://pypi.org/project/torch/"><img src="https://img.shields.io/badge/torch-1.12.0%2B-important?logo=pytorch" alt="Torch Version" /></a> <a href="https://pypi.org/project/torchvision/"><img src="https://img.shields.io/badge/torchvision-0.13.0%2B-green?logo=pytorch" alt="TorchVision Version" /></a> <a href="https://github.com/pre-commit/pre-commit"><img src="https://img.shields.io/badge/checks-pre--commit-brightgreen" alt="pre-commit"></a> </p> ## 🚀 作者简介 曾逸夫，从事人工智能研究与开发；主研领域：计算机视觉；[YOLOv8官方开源项目代码贡献人](https://github.com/ultralytics/ultralytics/graphs/contributors)；[YOLOv5官方开源项目代码贡献人](https://github.com/ultralytics/yolov5/graphs/contributors)；[YOLOv5 v6.1代码贡献人](https://github.com/ultralytics/yolov5/releases/tag/v6.1)；[YOLOv5 v6.2代码贡献人](https://github.com/ultralytics/yolov5/releases/tag/v6.2)；[YOLOv5 v7.0代码贡献人](https://github.com/ultralytics/yolov5/releases/tag/v7.0)；[Gradio官方开源项目代码贡献人](https://github.com/gradio-app/gradio/graphs/contributors) ❤️ Github：https://github.com/Zengyf-CVer 🔥 YOLOv8 官方开源项目PR ID： - Fix YOLOv8 Chinese introduction：https://github.com/ultralytics/ultralytics/pull/219 - Add codespell and upgrade some components：https://github.com/ultralytics/ultralytics/pull/599 - Add pycln：https://github.com/ultralytics/ultralytics/pull/7141 - Fix heatmap width and height parameter bug：https://github.com/ultralytics/ultralytics/pull/7368 - ultralytics 8.0.237 cv2.CAP_PROP fix and in_counts and out_counts displays：https://github.com/ultralytics/ultralytics/pull/7380 💡 Ultralytics v8.1.0 代码贡献链接： - https://github.com/ultralytics/ultralytics/releases/tag/v8.1.0 🔥 YOLOv5 官方开源项目PR ID： - Save \*.npy features on detect.py `--visualize`：https://github.com/ultralytics/yolov5/pull/5701 - Fix `detect.py --view-img` for non-ASCII paths：https://github.com/ultralytics/yolov5/pull/7093 - Fix Flask REST API：https://github.com/ultralytics/yolov5/pull/7210 - Add yesqa to precommit checks：https://github.com/ultralytics/yolov5/pull/7511 - Add mdformat to precommit checks and update other version：https://github.com/ultralytics/yolov5/pull/7529 - Add TensorRT dependencies：https://github.com/ultralytics/yolov5/pull/8553 - Add paddle tips：https://github.com/ultralytics/yolov5/pull/9502 💡 YOLOv5 v6.1 & v6.2 & v7.0 代码贡献链接： - https://github.com/ultralytics/yolov5/releases/tag/v6.1 - https://github.com/ultralytics/yolov5/releases/tag/v6.2 - https://github.com/ultralytics/yolov5/releases/tag/v7.0 🔥 Gradio 官方开源项目PR ID： - Create a color generator demo：https://github.com/gradio-app/gradio/pull/1872 <h2 align="center">🚀更新走势</h2> - `2022-12-21` **⚡ [Gradio YOLOv5 Det Blocks v0.4.2](https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/releases/v0.4.2)正式上线** - `2022-07-22` **⚡ [Gradio YOLOv5 Det Blocks v0.4](https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/releases/v0.4)正式上线** - `2022-07-11` **⚡ [Gradio YOLOv5 Det Blocks v0.3](https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/releases/v0.3)正式上线** - `2022-06-24` **⚡ [Gradio YOLOv5 Det Blocks v0.2](https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/releases/v0.2)正式上线** - `2022-06-09` **⚡ [Gradio YOLOv5 Det Blocks v0.1](https://gitee.com/CV_Lab/gradio_yolov5_det_blocks/releases/v0.1)正式上线** <h2 align="center">💎项目流程与用途</h2> <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gradio_yolov5_det_blocks_workflow.png"> </div> ### 📌 项目示例 #### ❤️ 对比检测系列：blocks_01 对比检测，不同图片 不同模型 不同配置 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_01.png"> </div> #### ❤️ 对比检测系列：blocks_01_02 对比检测，同一图片 不同模型 不同配置 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_01_02.png"> </div> #### ❤️ 对比检测系列：blocks_01_03 对比检测，同一图片 相同模型 不同配置 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_01_03.png"> </div> #### ❤️ 双端操作系列：blocks_02 单图片，双端操作 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_02.png"> </div> #### ❤️ 双端操作系列：blocks_02_02 图片/webcam 双模式，双端操作 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_02_02.png"> </div> #### ❤️ 双端操作系列：blocks_02_03 单图片，双端操作，强制加载YOLOv5 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_02_03.png"> </div> #### ❤️ 示例系列：blocks_03 单图片，示例 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_03.png"> </div> #### ❤️ 示例系列：blocks_03_02 单图片，示例下载 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_03_02.png"> </div> #### ❤️ 示例系列：blocks_03_03 单图片，示例配置 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_03_03.png"> </div> #### ❤️ 清除与重置系列：blocks_04 & blocks_04_02 单图片，清除/双端清除 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_04.png"> </div> #### ❤️ 清除与重置系列：blocks_04_03 单图片，重置 <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_04_03.png"> </div> #### ❤️ 图片路径系列：blocks_05 单图片路径，文本输入（在线） <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_05.png"> </div> #### ❤️ 图片路径系列：blocks_05_02 多图片路径，文件上传（在线） <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_05_02.png"> </div> #### ❤️ 绘制检测系列：blocks_06 绘制检测（opencv, pillow, matplotlib） <div align="center" > <img src="https://pycver.gitee.io/ows-pics/imgs/gyd_blocks_06.png"> </div>