hacktoberfest-codex / Herb-Habour

Team-70

Herb Habour ☘️

Problem Statement ID

1343

Problem Statement Title

Identification of Different Medicinal Plants/Raw materials through Image Processing Using Machine Learning Algorithms

Description

India, with a rich heritage of floral diversity, is well-known for its medicinal plant wealth, but their identification is one of the major burning issues in Ayurvedic Pharmaceutics. Several crude drugs are being sold under the same name in the market leading to confusion and their misidentification. Even the collectors and traders are not completely aware of the exact morphological appearance or differentiating attributes of the many drugs owing to seasonal and geographical availability, and similar characteristics. Moreover, the extensive consumption to meet demand-supply ratio exerts a heavy strain on the existing resources. It further leads to the practice of adulteration, substitution, and disbelief in the curative capability of the system eventually. Thus, software capable of identifying different medicinal plants/ raw materials through Image Processing Using Different Machine Learning Algorithms will be of immense use. It will be helpful at every level viz. wholesaler, distributor, etc. of the supply chain of raw material being utilized in the system.

Organization Ministry of AYUSH

Domain Bucket MedTech / BioTech / HealthTech

Tech stacks Lite 💻

• Tensor flow
• JAVA
• XML
• MYSQL
• Firebase

DataBase

• Link 🔗: https://www.kaggle.com/datasets/ichhadhari/leaf-images
• Link 🔗: https://www.kaggle.com/datasets/trientran/oriental-medicinal-herb-images
• Link 🔗: https://data.mendeley.com/datasets/nnytj2v3n5/1
• Link 🔗: https://data.mendeley.com/datasets/tywbtsjrjv/1

Solution

• Introducing Image recognition: Our image scanning feature will unlock a vast repository of knowledge at your fingertips, igniting interest and awareness among people using 🔗 https://teachablemachine.withgoogle.com/train

• Feature that allows volunteers and medicinal experts to contribute by adding new images and data about medicinal plants directly within the app. 💫

• Engaging Games and Quizzes: Interactive games and quizzes will captivate individuals of all age groups, encouraging them to join our community. Participants will not only nurture nature but also find opportunities to earn a living from their involvement

Working

• Signup and login The signup feature allows new users to create accounts within your application. It's often the first interaction users have with your platform, making it a critical step in user onboarding. Ensure that login credentials (typically, email/username and password) are securely transmitted and verified

Signup_and_login.mp4

Features

Scan_feature.mp4

• Image Scanning for Plant Information: Users can scan images of plants to obtain detailed information about them, which could include their scientific names, uses, and cultivation tips.

add_hearb.mp4

• A feature that allows volunteers and medicinal experts to contribute by adding new images and data about medicinal plants directly within the app. Additionally, users can upvote medicinal herbs, and the most highly voted ones will be shared with scientists and research professionals to gather more in-depth information.

• Engaging Games and Quizzes: Interactive games and quizzes will captivate individuals of all age groups, encouraging them to join our community. Participants will not only nurture nature but also find opportunities to earn a living from their involvement.

• Easy to use

Dependencies

implementation 'androidx.appcompat:appcompat:1.6.1'
implementation 'androidx.constraintlayout:constraintlayout:2.1.4'
implementation 'com.google.android.material:material:1.9.0'
implementation 'com.google.firebase:firebase-database:20.2.2'
implementation 'com.google.firebase:firebase-auth:22.1.2'
implementation 'com.google.firebase:firebase-auth-ktx:22.1.1'
implementation 'org.tensorflow:tensorflow-lite-support:0.1.0'
implementation 'org.tensorflow:tensorflow-lite-metadata:0.1.0'
implementation 'com.google.firebase:firebase-storage:20.2.1'
//noinspection GradleCompatible
implementation 'com.android.support:cardview-v7:28.0.0'
//noinspection GradleCompatible
implementation 'com.android.support:recyclerview-v7:28.0.0'
implementation 'com.squareup.picasso:picasso:2.5.2'
implementation 'com.google.firebase:firebase-firestore:24.8.1'
testImplementation 'junit:junit:4.13.2'
androidTestImplementation 'androidx.test.ext:junit:1.1.5'
androidTestImplementation 'androidx.test.espresso:espresso-core:3.5.1'
implementation(platform("com.google.firebase:firebase-bom:32.2.3"))
implementation("com.google.firebase:firebase-auth")
implementation("com.google.firebase:firebase-analytics")
implementation 'com.github.bumptech.glide:glide:4.0.0-RC0'
implementation 'com.mikhaellopez:circularimageview:4.3.1'

Images