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Upload Images

Upload image(s) to a dataset on the Roboflow platform.

You can upload images to Roboflow projects using the web interface, Python SDK, REST API, and CLI.

Upload to an Existing Project

from roboflow import Roboflow

# Initialize the Roboflow object with your API key
rf = Roboflow(api_key="YOUR_PRIVATE_API_KEY")

# Retrieve your current workspace and project name
print(rf.workspace())

# Specify the project for upload
# let's you have a project at https://app.roboflow.com/my-workspace/my-project
workspaceId = 'my-workspace'
projectId = 'my-project'
project = rf.workspace(workspaceId).project(projectId)

# Upload the image to your project
project.upload("UPLOAD_IMAGE.jpg")

"""
Optional Parameters:
- num_retry_uploads: Number of retries for uploading the image in case of failure.
- batch_name: Upload the image to a specific batch.
- split: Upload the image to a specific split.
- tag: Store metadata as a tag on the image.
- sequence_number: [Optional] If you want to keep the order of your images in the dataset, pass sequence_number and sequence_size..
- sequence_size: [Optional] The total number of images in the sequence. Defaults to 100,000 if not set.
"""

project.upload(
    image_path="UPLOAD_IMAGE.jpg",
    batch_name="YOUR_BATCH_NAME",
    split="train",
    num_retry_uploads=3,
    tag="YOUR_TAG_NAME",
    sequence_number=99,
    sequence_size=100
)

Upload to a New Project

To upload a new project, add the following code before your model upload:

from roboflow import Roboflow
rf = Roboflow(api_key="YOUR_PRIVATE_API_KEY")

new_project = rf.workspace().create_project(
    project_name="PROJECT_NAME",
    project_license="MIT",
    project_type="PROJECT_TYPE", 
    annotation="PROJECT_DESCRIPTION"
)

"""
Parameters:
- project_name: Preferred project name.
- project_type: Must be one of object-detection, single-label-classification, multi-label-classification, instance-segmentation, or semantic-segmentation.
- project_description: Preferred project description.
"""

Kotlin

Uploading with base64 encoded image:

import java.io.*
import java.net.HttpURLConnection
import java.net.URL
import java.nio.charset.StandardCharsets
import java.util.*

fun main() {
    // Get Image Path
    val filePath = System.getProperty("user.dir") + System.getProperty("file.separator") + "YOUR_IMAGE.jpg"
    val file = File(filePath)

    // Base 64 Encode
    val encodedFile: String
    val fileInputStreamReader = FileInputStream(file)
    val bytes = ByteArray(file.length().toInt())
    fileInputStreamReader.read(bytes)
    encodedFile = String(Base64.getEncoder().encode(bytes), StandardCharsets.US_ASCII)
    val API_KEY = "" // Your API Key
    val DATASET_NAME = "your-dataset" // Set Dataset Name (Found in Dataset URL)

    // Construct the URL
    val uploadURL = "https://api.roboflow.com/dataset/" +
            DATASET_NAME + "/upload" +
            "?api_key=" + API_KEY +
            "&name=YOUR_IMAGE.jpg" +
            "&split=train"

    // Http Request
    var connection: HttpURLConnection? = null
    try {
        // Configure connection to URL
        val url = URL(uploadURL)
        connection = url.openConnection() as HttpURLConnection
        connection.requestMethod = "POST"
        connection.setRequestProperty("Content-Type",
                "application/x-www-form-urlencoded")
        connection.setRequestProperty("Content-Length",
                Integer.toString(encodedFile.toByteArray().size))
        connection.setRequestProperty("Content-Language", "en-US")
        connection.useCaches = false
        connection.doOutput = true

        //Send request
        val wr = DataOutputStream(
                connection.outputStream)
        wr.writeBytes(encodedFile)
        wr.close()

        // Get Response
        val stream = connection.inputStream
        val reader = BufferedReader(InputStreamReader(stream))
        var line: String?
        while (reader.readLine().also { line = it } != null) {
            println(line)
        }
        reader.close()
    } catch (e: Exception) {
        e.printStackTrace()
    } finally {
        connection?.disconnect()
    }
}
main()

Adding an Image Hosted Elsewhere via URL:

import java.io.BufferedReader
import java.io.DataOutputStream
import java.io.InputStreamReader
import java.net.HttpURLConnection
import java.net.URL
import java.net.URLEncoder
import java.nio.charset.StandardCharsets

fun main() {
    val imageURL = "https://i.imgur.com/PEEvqPN.png" // Replace Image URL
    val API_KEY = "" // Your API Key
    val DATASET_NAME = "your-dataset" // Set Dataset Name (Found in Dataset URL)

    // Upload URL
    val uploadURL = ("https://api.roboflow.com/dataset/" + DATASET_NAME + "/upload" + "?api_key=" + API_KEY
            + "&name=YOUR_IMAGE.jpg" + "&split=train" + "&image="
            + URLEncoder.encode(imageURL, "utf-8"))

    // Http Request
    var connection: HttpURLConnection? = null
    try {
        // Configure connection to URL
        val url = URL(uploadURL)
        connection = url.openConnection() as HttpURLConnection
        connection.requestMethod = "POST"
        connection.setRequestProperty("Content-Type", "application/x-www-form-urlencoded")
        connection.setRequestProperty("Content-Length", Integer.toString(uploadURL.toByteArray().size))
        connection.setRequestProperty("Content-Language", "en-US")
        connection.useCaches = false
        connection.doOutput = true

        // Send request
        val wr = DataOutputStream(connection.outputStream)
        wr.writeBytes(uploadURL)
        wr.close()

        // Get Response
        val stream = connection.inputStream
        val reader = BufferedReader(InputStreamReader(stream))
        var line: String?
        while (reader.readLine().also { line = it } != null) {
            println(line)
        }
        reader.close()
    } catch (e: Exception) {
        e.printStackTrace()
    } finally {
        connection?.disconnect()
    }
}

main()

Android (Java)

Uploading with base64 encoded image:

import java.io.*;
import java.net.HttpURLConnection;
import java.net.URL;
import java.nio.charset.StandardCharsets;
import java.util.Base64;

public class UploadLocal {
    public static void main(String[] args) throws IOException {
        // Get Image Path
        String filePath = System.getProperty("user.dir") + System.getProperty("file.separator") + "YOUR_IMAGE.jpg";
        File file = new File(filePath);

        // Base 64 Encode
        String encodedFile;
        FileInputStream fileInputStreamReader = new FileInputStream(file);
        byte[] bytes = new byte[(int) file.length()];
        fileInputStreamReader.read(bytes);
        encodedFile = new String(Base64.getEncoder().encode(bytes), StandardCharsets.US_ASCII);

        String API_KEY = ""; // Your API Key
        String DATASET_NAME = "your-dataset"; // Set Dataset Name (Found in Dataset URL)

        // Construct the URL
        String uploadURL =
                "https://api.roboflow.com/dataset/"+
                        DATASET_NAME + "/upload" +
                        "?api_key=" + API_KEY +
                        "&name=YOUR_IMAGE.jpg" +
                        "&split=train";

        // Http Request
        HttpURLConnection connection = null;
        try {
            //Configure connection to URL
            URL url = new URL(uploadURL);
            connection = (HttpURLConnection) url.openConnection();
            connection.setRequestMethod("POST");
            connection.setRequestProperty("Content-Type",
                    "application/x-www-form-urlencoded");

            connection.setRequestProperty("Content-Length",
                    Integer.toString(encodedFile.getBytes().length));
            connection.setRequestProperty("Content-Language", "en-US");
            connection.setUseCaches(false);
            connection.setDoOutput(true);

            //Send request
            DataOutputStream wr = new DataOutputStream(
                    connection.getOutputStream());
            wr.writeBytes(encodedFile);
            wr.close();

            // Get Response
            InputStream stream = connection.getInputStream();
            BufferedReader reader = new BufferedReader(new InputStreamReader(stream));
            String line;
            while ((line = reader.readLine()) != null) {
                System.out.println(line);
            }
            reader.close();
        } catch (Exception e) {
            e.printStackTrace();
        } finally {
            if (connection != null) {
                connection.disconnect();
            }
        }
    }
}

Adding an Image Hosted Elsewhere via URL:

import java.io.BufferedReader;
import java.io.DataOutputStream;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import java.net.URLEncoder;
import java.nio.charset.StandardCharsets;

public class UploadHosted {
    public static void main(String[] args) {
        String imageURL = "https://i.imgur.com/PEEvqPN.png"; // Replace Image URL
        String API_KEY = ""; // Your API Key
        String DATASET_NAME = "your-dataset"; // Set Dataset Name (Found in Dataset URL)

        // Upload URL
        String uploadURL = "https://api.roboflow.com/dataset/" + DATASET_NAME + "/upload" + "?api_key=" + API_KEY
                + "&name=YOUR_IMAGE.jpg" + "&split=train" + "&image="
                + URLEncoder.encode(imageURL, StandardCharsets.UTF_8);

        // Http Request
        HttpURLConnection connection = null;
        try {
            // Configure connection to URL
            URL url = new URL(uploadURL);
            connection = (HttpURLConnection) url.openConnection();
            connection.setRequestMethod("POST");
            connection.setRequestProperty("Content-Type", "application/x-www-form-urlencoded");

            connection.setRequestProperty("Content-Length", Integer.toString(uploadURL.getBytes().length));
            connection.setRequestProperty("Content-Language", "en-US");
            connection.setUseCaches(false);
            connection.setDoOutput(true);

            // Send request
            DataOutputStream wr = new DataOutputStream(connection.getOutputStream());
            wr.writeBytes(uploadURL);
            wr.close();

            // Get Response
            InputStream stream = connection.getInputStream();
            BufferedReader reader = new BufferedReader(new InputStreamReader(stream));
            String line;
            while ((line = reader.readLine()) != null) {
                System.out.println(line);
            }
            reader.close();
        } catch (Exception e) {
            e.printStackTrace();
        } finally {
            if (connection != null) {
                connection.disconnect();
            }
        }
    }
}

View Uploaded Images in Roboflow

Images uploaded via the API can be found in the Annotate tab, under the unassigned column and marked as uploaded via API.

If you specify a batch upload parameter, your image will still be found in the Annotate tab but instead of going to the uploaded via API batch it will be found in the batch you specified.

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