This is a crop advisory app for farmers and gardeners. It can diagnose pest damage, plant disease and nutrient deficiencies that are affecting crops and can offer corresponding treatment measures.
The intention of the project is to familiarise the student with open source development in the field of Machine Learning, Deep Learning and Android Development. It will be done by making a real-life application that can be used by the consumers. Our aim is to make an end to end crop advisory app for farmers and gardeners. It can diagnose pest damage, plant disease and nutrient deficiencies that are affecting crops and can offer corresponding treatment measures.
This application takes an image of the leaf or crop as input and shows the results. It diagnoses the plant disease, pest damage, nutrient deficiencies and other factors affecting the growth of the crop and offers corresponding treatment measures to cure it. The result will be mainly presented in three categories, which are symptoms, treatments, and recommended products.
-
Front end : HTML, CSS, Bootstrap, jQuery
Front end Repository -
Back end : NodeJS and Express
Backend Repository -
Data base : PlantVillage Dataset
-
Data model : Tensorflow-Keras, Flask
Data-Modelling Repository
The model is trained on the PlantVillage dataset using transfer learning from a pre-trained model from tensorflow-keras library.
Crop Ai has been selected at GirlScript Summer of Code 2020!!!
Only GSSoC participants are allowed to contribute to this repository.
GirlScript Foundation, a non-profit registered by Government of India, has come up with a unique and India's first women oriented technical festival.
GirlScript started as a project has been selected by Mozilla under Open Leadership program out of 51 open-source projects worldwide. The main motto of GirlScript is not only to encourage gender equality in technical sector but also to help all the beginner in technology who are clueless at the starting phase of their education.
GirlScript Summer of Code is the 3 month long Open Source program during summers conducted by GirlScript Foundation, started in 2018, with an aim to help beginners get started with Open Source Development while encouraging diversity. Throughout the program, participants contribute to different projects under guidance of experienced mentors. Top participants get exciting goodies and opportunities.
GirlScript Summer of Code 2019 witnessed overwhelming participation and 2020 edition will carry the legacy forward while promising to be even more impactful and grand
Before contributing to this project do check CONTRIBUTING.md file and CODE_OF_CONDUCT.md file.
- Sahil Sulekhiya
- Rajat Sharma
- Vaibhav Bagga
- Tanishq Saluja
- Gunesh Shanbhag
Feel free to ask your queries!! 🙌