Sobat Tani: Food crop health detection app

Videos

Lihat video di YouTube

Documents

Dokumen	Link
Project Plan	Project Plan - Sobat Tani
Project Brief	Project Brief - Sobat Tani
Power Point	Power Point - Sobat Tani

Team Members

ID	Name	Learning Path
M009D4KY3136	Charles Dometian	ML
M006D4KY2941	Richard Baggio Tan	ML
M006D4KY2366	Zidhar Akadhistra Muhammad	ML
C189D4KY0259	Revaldo Relinsyah	CC
C189D4KX1281	Fanissa Azzahra	CC
A009D4KY3936	Naufal Hammam Al Mubarok	MD
A009D4KY3647	Rama Adi Satria	MD

About

Indonesia, an agrarian country, faces challenges in raising farmers’ technological awareness. To address this, an app has been developed to help farmers detect crop diseases, enabling early treatment and prevention of crop failure. This app serves as a proactive measure against potential future food crises. It represents a digital realization of an idea, aimed at promoting digitalization in Indonesia’s agricultural sector. This app is a tangible effort to help Indonesian farmers overcome current challenges, with the hope of mitigating the impact of agricultural issues and potential food crises.

Machine Learning Documentation

Link dataset

Rice Dataset : https://www.kaggle.com/datasets/shayanriyaz/riceleafs

Corn Dataset : https://www.kaggle.com/datasets/smaranjitghose/corn-or-maize-leaf-disease-dataset

Cassava Dataset : https://www.kaggle.com/datasets/charlesdometian/cassava-plant-diseases

Mobile Development Documentation

Figma link : https://www.figma.com/proto/bpd7Tm21HTFmTJXUb48QRw/Untitled?node-id=47-338&t=llvfw7fH6cgZtPPM-1

App link : https://drive.google.com/file/d/1s2GV9Vi34xOdcs8AImuGS9lV5e2jlXZT/view?usp=sharing

Cloud Computing Documentation

Table of Contents

Table of Contents

• Prerequisites
• Installation
• Configuration
  • How to Create Firebase Service Account Key
• Database Schema
  • Users
  • Plants
  • Status
  • Bookmarks
• Documentation API
  • Root
    • GET /
  • Auth
    • Register
    • Login
    • Update User
    • Detail User
  • Bookmark
    • Add Bookmark
    • Get All Bookmarks
    • Get Bookmark By ID
    • Delete Bookmark
  • Status
    • Add Status
    • Get All Statuses
    • Get Status By ID
    • Delete Status
  • Detail Plants
    • Get Plant Details

Prerequisites

• node 21 or later

     node -v

• Npm 10.8.0 or later

     npm -v

Installation

1. Clone the repository:

   git clone https://github.com/RevLinnn/Cloud-Computing.git
   cd Cloud_computing

2. Install dependencies:

   npm install

Configuration

The project uses environment variables for configuration. Ensure you have set up a .env file with the necessary variables. You can copy .env.example as a template.

• JWT_SECRET: A secret key used for JWT token generation.
• FIREBASE_PROJECT_ID: The ID of your Firebase project.
• FIREBASE_PRIVATE_KEY_ID: The ID of the private key associated with your Firebase service account.
• FIREBASE_PRIVATE_KEY: The private key itself associated with your Firebase service account. Note: Ensure the new lines are properly handled as per the actual key format.
• FIREBASE_CLIENT_EMAIL: The email address associated with your Firebase service account.
• FIREBASE_CLIENT_ID: The client ID associated with your Firebase service account.
• FIREBASE_AUTH_URI: The URI for Firebase authentication.
• FIREBASE_TOKEN_URI: The URI for Firebase token authentication.
• FIREBASE_AUTH_PROVIDER_X509_CERT_URL: The URI for Firebase authentication provider's X.509 certificate.
• FIREBASE_CLIENT_X509_CERT_URL: The URI for Firebase client's X.509 certificate.

How to Create Firebase Service Account Key

Follow these steps to generate a Firebase service account key and configure your .env file.

1. Go to the Firebase Console:
2. Select Your Project:
3. Open Project Settings:
4. Navigate to Service Accounts Tab:
5. Generate New Private Key:
6. Confirm and Download Key:
7. Copy Necessary Fields to .env File:

Database Schema

This project uses Firestore as its database. Firestore is a NoSQL document-based database that is part of Firebase.

Users

This collection stores information about users.

• uid (string): Unique identifier for the user.
• name (string): Name of the user.
• email (string): Email address of the user.
• password (string): Password of the user.

Plants

This collection stores information about plants.

• id (string): Unique identifier for the plant.
• nama_tanaman (string): Name of the plant.
• deskripsi (string): Brief description of the plant.
• ciri_ciri (map): Characteristics of the plant.
• cara_pengobatan (map): Treatment methods for the plant.
• cara_pengobatan_alami (map): Natural treatment methods for the plant.

Status

This collection stores the disease status of plants inputted by users.

• userId (string): Unique identifier of the user who inputs the status.
• nama_tanaman (string): Name of the plant with the disease status.
• jenis_penyakit (string): Type of disease affecting the plant.
• imageUrl (string): URL of the image related to the plant's disease status.
• timestamp (timestamp): Time when the status was inputted.

Bookmarks

This collection stores plants bookmarked by users.

• userId (string): Unique identifier of the user who bookmarks the plant.
• nama_tanaman (string): Name of the bookmarked plant.
• jenis_penyakit (string): Type of disease noted on the bookmarked plant.
• imageUrl (string): URL of the image related to the bookmark.
• timestamp (timestamp): Time when the bookmark was created.

Documentation API

API Backend App Sobat Tani (Auth User, Bookmark, Status, Detail Plant)

📁 root

Method: GET

/

Response: 200

Hello World

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📁 docs

Method: GET

/api-docs

Response: 200

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📁 Auth

Register

Description: Registers a new user with email, name, and password.

• Headers:

  • Content-Type: application/json

Method: POST

/auth/register

Body (raw)

{
    "name": " C241-PS007",
    "email": "[email protected]",
    "password": "securepassword01234"
}

Response: 200

{
    "message": "Success"
}

Response: 400

{
    "message": "Masukkan Email dengan benar"
}

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Login

Description: Logs in a user using email and password

Request

• Headers:

  • Content-Type: application/json

Method: POST

/auth/login

Body (raw)

{
    "email": "[email protected]",
    "password": "securepassword01234"
}

Response: 200

{
    "message": "Success",
    "data": {
        "uid": "user-id",
        "name": " C241-PS007",
        "email": "[email protected]"
    },
    "token": "jwt-token"
}

Response: 400

{
    "message": "Password salah"
}

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UpdateUser

Updates the profile information of an authenticated user

Method: PUT

/auth/user

Headers

Content-Type	Value
Authorization	Bearer

Body (raw)

{
   "name": " C241-PS007new",
    "password": "newsecurepassword01234"
}

Response: 200

{
    "message": "Success",
    "data": {
        "uid": "user-id",
        "email": "[email protected]",
        "name": " C241-PS007new"
    }
}

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##Detail User

Retrieves detailed information of the authenticated user

Method: GET

/auth/user

Headers

Content-Type	Value
Authorization	Bearer

Response: 200

{
    "message": "success",
    "data": {
        "uid": "user-id",
        "email": "[email protected]",
        "name": " C241-PS007new"
    }
}

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📁 Bookmark

Add Bookmark

Uploads an image and creates a bookmark entry for a plant disease

Method: POST

/bookmark

Headers

Content-Type	Value
Authorization	Bearer
Content-Type	multipart/form-data

Body

Param	value	Type
nama_tanaman	nama Tanaman 2	text
jenis_penyakit	jenis penyakit	text
image	/C:/Users/ACER/Pictures/Screenshots/Cuplikan layar 2024-06-08 170053.png	file
		text

Response: 201

{
    "message": "Succcess",
    "data": {
        "id": "bookmark-id",
        "userId": "user-id",
        "nama_tanaman": "nama Tanaman",
        "jenis_penyakit": "jenis penyakit",
        "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/bookmark-image/c836a365-3f16-4ccc-9335-2657ede14c73.jpg",
        "timestamp": {}
    }
}

Response: 400

{
    "message": "Gambar tidak ditemukan"
}

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Get All Bookmarks

Retrieves all bookmark entries for the authenticated user

Method: GET

/bookmark

Headers

Content-Type	Value
Authorization	Bearer

Response: 200

{
    "message": "Succecss",
    "data": [
        {
            "id": "bookmark-id",
            "nama_tanaman": "nama Tanaman 2",
            "jenis_penyakit": "jenis penyakit",
            "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/bookmark-image/90733aed-a089-4778-8e97-94b666d754bf.jpg",
            "userId": "user-id",
            "timestamp": "2024-06-13 16:19:29"
        },
        {
            "id": "bookmark-id",
            "nama_tanaman": "nama Tanaman",
            "jenis_penyakit": "jenis penyakit",
            "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/bookmark-image/c836a365-3f16-4ccc-9335-2657ede14c73.jpg",
            "userId": "user-id",
            "timestamp": "2024-06-13 16:11:53"
        }
    ]
}

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GetBookmarkById

Retrieves a specific bookmark entry by its ID

Method: GET

/bookmark/:id

Headers

Content-Type	Value
Authorization	Bearer

Response: 404

{
    "message": "Bookmark tidak ditemukan!"
}

Response: 200

{
    "message": "Success",
    "data": {
        "id": "bookmark-id",
        "nama_tanaman": "nama Tanaman",
        "jenis_penyakit": "jenis penyakit",
        "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/bookmark-image/c836a365-3f16-4ccc-9335-2657ede14c73.jpg",
        "userId": "user-id",
        "timestamp": "2024-06-13 09:11:53"
    }
}

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deleteBookmark

Deletes a specific bookmark entry by its ID

Method: DELETE

/bookmark/delete/:id

Headers

Content-Type	Value
Authorization	Bearer

Response: 404

{
    "message": "Bookmark tidak ditemukan!"
}

Response: 200

{
    "message": "Bookmark berhasil dihapus"
}

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📁 Folder: Status

Add Status

Uploads an image and creates a status entry for a plant disease

Method: POST

/status

Headers

Content-Type	Value
Authorization	Bearer
Content-Type	multipart/form-data

Body

Param	value	Type
nama_tanaman	Singkong	text
jenis_penyakit	Mosaik	text
image	/C:/Users/ACER/Pictures/Screenshots/Cuplikan layar 2024-06-08 170053.png	file

Response: 201

{
    "message": "Success",
    "data": {
        "id": "status-id",
        "userId": "user-id",
        "nama_tanaman": "Singkong",
        "jenis_penyakit": "Mosaik",
        "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/status-image/63728d81-6d31-4fbe-ab48-039cdd5418d2.jpg",
        "timestamp": {}
    }
}

Response: 400

{
    "message": "Masukkan gambar Tanaman!"
}

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Get All Statuses

Retrieves all status entries

Method: GET

/status

Headers

Content-Type	Value
Authorization	Bearer

Response: 200

{
    "message": "Succecss",
    "data": [
        {
            "id": "status-id",
            "userId": "user-id",
            "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/status-image/0c5c5013-129a-45fb-a863-f65707693297.jpg",
            "nama_tanaman": "Rekomendasi obat Penyakit Garis-Garis Coklat (Brown Streak Disease)",
            "jenis_penyakit": "Berikan tanaman nutrisi yang cukup untuk meningkatkan sistem kekebalan tanaman terhadap penyakit. Namun, hindari pemupukan yang berlebihan karena dapat membuat tanaman lebih rentan terhadap serangan penyakit.",
            "timestamp": "2024-06-08 17:34:03"
        },
        {
            "id": "status-id",
            "userId": "user-id",
            "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/status-image/63728d81-6d31-4fbe-ab48-039cdd5418d2.jpg",
            "nama_tanaman": "Singkong",
            "jenis_penyakit": "Mosaik",
            "timestamp": "2024-06-13 09:34:08"
        },
        {
            "id": "status-id",
            "userId": "user-id",
            "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/status-image/c1b58a6c-a71f-42c8-90c1-43900eaaabed.jpg",
            "nama_tanaman": "Rekomendasi obat Penyakit Garis-Garis Coklat (Brown Streak Disease)",
            "jenis_penyakit": "Berikan tanaman nutrisi yang cukup untuk meningkatkan sistem kekebalan tanaman terhadap penyakit. Namun, hindari pemupukan yang berlebihan karena dapat membuat tanaman lebih rentan terhadap serangan penyakit.",
            "timestamp": "2024-06-08 17:53:42"
        }
    ]
}

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Get Status By ID

Retreieves a specific status entry by its ID

Method: GET

/status/:id

Headers

Content-Type	Value
Authorization	Bearer

Response: 200

{
    "message": "Success",
    "data": {
        "id": "status-id",
        "userId": "user-id",
        "nama_tanaman": "Rekomendasi obat Penyakit Garis-Garis Coklat (Brown Streak Disease)",
        "jenis_penyakit": "Berikan tanaman nutrisi yang cukup untuk meningkatkan sistem kekebalan tanaman terhadap penyakit. Namun, hindari pemupukan yang berlebihan karena dapat membuat tanaman lebih rentan terhadap serangan penyakit.",
        "imageUrl": "https://storage.googleapis.com/sobat-tani-project-425607.appspot.com/status-image/0c5c5013-129a-45fb-a863-f65707693297.jpg",
        "timestamp": "2024-06-08 17:34:03"
    }
}

Response: 404

{
    "message": "status tidak ditemukan!"
}

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Delete Status

Deletes a specific status entry by its ID, including the associated image

Method: DELETE

/status/:id

Headers

Content-Type	Value
Authorization	Bearer

Response: 200

{
    "message": "Success"
}

Response: 404

{
    "message": "Status not found"
}

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📁 detail-plants

Get Plant Details

Retrieves details of a plant based on the provided name and disease type

Method: GET

/plant?jenis_penyakit=Hawar Bakteri

Headers

Content-Type	Value
Authorization	Bearer

Query Params

Param	value
nama_tanaman	Singkong
jenis_penyakit	Hawar Bakteri

Response: 200

{
    "message": "Success",
    "data": [
        {
            "id": "plants-id",
            "ciri_ciri": {
                "0": "Daun menguning dan menggulung.",
                "1": "Bercak coklat pada daun yang bisa menyebar ke batang.",
                "2": "Luka pada batang yang mengeluarkan lendir bakteri."
            },
            "nama_tanaman": "Singkong",
            "jenis_penyakit": "Hawar Bakteri",
            "cara_pengobatan": {
                "0": "Penggunaan Bakterisida: Aplikasi bakterisida berbasis tembaga seperti tembaga oksiklorida dapat mengurangi infeksi bakteri.",
                "1": "Sanitasi Lapangan: Menghapus dan membakar bagian tanaman yang terinfeksi untuk mencegah penyebaran.",
                "2": "Penggunaan Benih Bebas Penyakit: Menanam benih yang telah disertifikasi bebas dari bakteri."
            },
            "deskripsi": "Penyakit hawar bakteri pada singkong disebabkan oleh bakteri Xanthomonas axonopodis pv. manihotis. Penyakit ini menyebabkan kerusakan pada daun, batang, dan akar singkong, mengakibatkan daun menguning dan menggulung, serta munculnya bercak-bercak coklat pada daun.",
            "cara_pengobatan_alami": {
                "0": "Penyemprotan Ekstrak Bawang Putih: Bawang putih memiliki sifat antibakteri yang dapat membantu mengurangi populasi bakteri.",
                "1": "Penanaman Varietas Tahan: Memilih varietas singkong yang lebih tahan terhadap hawar bakteri."
            }
        }
    ]
}

Response: 400

{
    "message": "Missing query parameters"
}

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Running the Application

To run the Sobat Tani backend application, execute the following command:

    npm run start

The application will start running on http://localhost:3000/.

Make sure you have the required dependencies installed and the necessary configurations set before running the application.

That's it! You have successfully set up and documented the Sobat Tani backend application.