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- # DetectWeb
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- 中国农业大学毕业实习项目:病虫害检测,类别有苹果、樱桃、玉米、葡萄、桃子、胡椒、土豆、番茄等
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-
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- China Agricultural University Graduation Internship: the purpose is to recognize the health condition of a fruit based on image. The dataset contains 8 types of fruit and 31 types of corrsponding conditions.
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-
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- ```
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- Apple = ['[Apple_scab]', '[Black_rot]', '[Cedar_apple_rust]', '[healthy]']
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- Cherry = ['[Powdery_mildew]', '[healthy]']
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- Corn = ['[Cercospora_leaf_spot] [Gray_leaf_spot]', '[Common_rust]', '[Northern_Leaf_Blight]', '[healthy]']
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- Grape = ['[Black_rot]', '[Esca_Black_Measles]', '[Leaf_blight]', '[healthy]']
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- Peach = ['[Bacterial_spot]', '[healthy]']
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- Pepper = ['[Bacterial_spot]', '[healthy]']
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- Potato = ['[Early_blight]', '[Late_blight]', '[healthy]']
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- Tomato = ['[Target_Spot]', '[YellowLeaf_Curl_Virus]', '[Bacterial_spot]', '[Early_blight]', '[healthy]', '[Late_blight]', '[Leaf_Mold]', '[Septoria_leaf_spot]', '[Spider_mites]']
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- ```
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-
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- We train a general model for all types of fruit, which means this model can be used to examine all 8 fruit and corresponding conditions. 8 specialized models for a single fruit are also trained for better recognition accuracy.
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- <img src="demonstration/kinds.png" width="60%">
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-
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- ## Software Environment
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- Project Framework:Flask + Bootstrap
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-
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- Development Environment:Pycharm
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-
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- Database:MySql
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-
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- ORM library: SQLAlchemy
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-
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- ## Requirements
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- ```
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- $ git clone https://github.com/lujiazho/DetectWeb.git
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- $ cd DetectWeb
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- $ pip install -r requirements.txt
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- ```
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-
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- ## Demonstration
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- |Interface Ⅰ|Appearance|Interface Ⅱ|Appearance
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- |---|---|---|---
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- |<p align="center">Detection</p>|<img src="demonstration/detection.png" width="100%">|<p align="center">Main Interface</p>|<img src="demonstration/main.png" width="100%" alt="" align=center />
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- |<p align="center">Record</p>|<img src="demonstration/record.png" width="100%">|<p align="center">Trend</p>|<img src="demonstration/trend.png" width="100%" alt="" align=center />
 
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+ title: Css
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+ emoji: 🏢
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+ colorFrom: indigo
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+ colorTo: red
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+ sdk: docker
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+ pinned: false
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+ license: apache-2.0