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Identifies the leaf diseases with the help of an android application just with a single snapshot of the leaf or any saved picture of the diseased leaf.

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VNDhanush/plant-disease-identification

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Plant Diseases Detector

The project is broken down into multiple steps:

  • Building and creating a machine learning model using TensorFlow with Keras
  • Deploying the model to an Android application using TFLite
  • Documenting and open-sourcing the development process

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Screenshots

Gameplay Screenshot Gameplay Screenshot2

App demo

Green Doctor Demo

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Programming Languages

  • Python
  • Kotlin

License

Copyright (c) 2019 Yannick Serge Obam

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

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Identifies the leaf diseases with the help of an android application just with a single snapshot of the leaf or any saved picture of the diseased leaf.

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