Category：object detection
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YOLOv5 source code line by line super-detailed comments and interpretation – project directory structure analysis
catalogs preamble I. Project catalog structure 1.1 .github folder 1.2 datasets 1.3 data folder 1.4 models folder 1.5 runs folder 1.6 utils folder 1.7 Other first-level catalog documents I. Project catalog structure After downloading the source code and configuring the environment, you can see the overall directory of YOLOv5 as shown above. Let’s analyze them […]
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Wise Target Detection 66 – Pytorch builds YoloV8 target detection platform
Wise Target Detection 66 – Pytorch builds YoloV8 target detection platform Preface to the studySource Code DownloadYoloV8 Improvements (incomplete)YoloV8 Implementation IdeasI. Overall structural analysisII. Network structure analysis1. Introduction to Backbone, the backbone network2. construct FPN feature pyramid for enhanced feature extraction3. Use Yolo Head to obtain predicted results III. Decoding of forecast results1. Getting the […]
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YOLOv8 trains its own dataset
I. Preparing the Deep Learning Environment My laptop system is: Windows 10 The latest version of the YOLO series, YOLOv8, has been released, for details you can refer to theThe blog I wrote earlier, currently ultralytics has released thePartial code and descriptionTheDownload YOLOv8 code on github, the code folder will contain the requirements.txt file, which […]