🧥Clothing search system using AI KwangWoon University SW Partnership Project (21.08 ~ 22.05)
Visit to http://uijin97.cafe24.com for experience our project!
이미지 분석 서버 setting
- 신경망 다운로드 다운로드 링크
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yolov5 - fashion detector https://drive.google.com/file/d/1u3uS9ZpjCUmRnygRs2looIxrdRvXcSYf/view?usp=sharing
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u2net - segmentation (https://github.com/xuebinqin/U-2-Net) https://drive.google.com/file/d/1vSmKAFtCiGOudu5_7V2HnA-96rTG3v1Z/view?usp=sharing
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resnet34 - subcategory_top https://drive.google.com/file/d/182MLAqJ0pNHbvRA_WqeVTQyC8-kflieQ/view?usp=sharing
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resnet34 - subcategory_bottom https://drive.google.com/file/d/164dWo_t40hsmdG3cHm3HdqWAgmNehU2o/view?usp=sharing
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resnet34 - subcategory_overall https://drive.google.com/file/d/1VUGialL52mITdG6NjBErSBytcnpkNr4u/view?usp=sharing
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resnet34 - subcategory_outer https://drive.google.com/file/d/1bHUZ2BG8qluh1YqaUDmoSqdViks8mQEi/view?usp=sharing
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resnet34 - pattern https://drive.google.com/file/d/1MSL4YsaIKmEE7tv7S8qqglm_pgnOyKFM/view?usp=sharing
- 파일 setting 폴더 ROOT Directory = C:\Users\Public\ProjectMain weight 폴더 안에 다운받은 신경망 들을 넣는다. KEY 폴더 안에 key.json 파일을 넣고 내용은 아래 예시와 같이 넣는다. {"KEY": {"IP": "000.111.222.34:56","ID": "admin123123","PW": "1qaz2wsx3edc}}
참고) root의 위치를 바꾸고 싶다면 WorkResourceClass의 ShareWorkPath의 코드를 수정하면 된다.
- Nuget설치
- Microsoft.ML.OnnxRuntime
- Microsoft.ML.OnnxRuntime.Gpu(X)
- Microsoft.ML.OnnxRuntime.Managed
- Newtonsoft.Json
- OpenCvSharp3-AnyCPU