Struct Dataset 

pub struct Dataset { /* private fields */ }

A dataset in EdgeFirst Studio containing sensor data and annotations.

Datasets are collections of multi-modal sensor data (images, LiDAR, radar) along with their corresponding annotations (bounding boxes, segmentation masks, 3D annotations). Datasets belong to projects and can be used for training and validation of machine learning models.

Features

• Multi-modal Data: Support for images, LiDAR point clouds, radar data
• Rich Annotations: 2D/3D bounding boxes, segmentation masks
• Metadata: Timestamps, sensor configurations, calibration data
• Version Control: Track changes and maintain data lineage
• Format Conversion: Export to popular ML frameworks

Examples

use edgefirst_client::{Client, Dataset, DatasetID};
use std::str::FromStr;

// Get dataset information
let dataset_id = DatasetID::from_str("ds-abc123")?;
let dataset = client.dataset(dataset_id).await?;
println!("Dataset: {}", dataset.name());

// Access dataset metadata
println!("Dataset ID: {}", dataset.id());
println!("Description: {}", dataset.description());
println!("Created: {}", dataset.created());

// Work with dataset data would require additional methods
// that are implemented in the full API

Implementations

impl Dataset

pub fn id(&self) -> DatasetID

pub fn project_id(&self) -> ProjectID

pub fn name(&self) -> &str

pub fn description(&self) -> &str

pub fn cloud_key(&self) -> &str

pub fn created(&self) -> &DateTime<Utc>

pub async fn project(&self, client: &Client) -> Result<Project, Error>

pub async fn annotation_sets( &self, client: &Client, ) -> Result<Vec<AnnotationSet>, Error>

pub async fn labels(&self, client: &Client) -> Result<Vec<Label>, Error>

pub async fn add_label(&self, client: &Client, name: &str) -> Result<(), Error>

pub async fn remove_label( &self, client: &Client, name: &str, ) -> Result<(), Error>

Trait Implementations

impl Clone for Dataset

fn clone(&self) -> Dataset

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Dataset

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for Dataset

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for Dataset

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.