Data Annotation for Drones and Aerial Imagery

Optimize your aerial imagery and drone-derived data for precise model training with our specialized drone data annotation services.

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We Scale Teams for:

ABB – ASEA Brown Boveri
Uipath
Yale
Bizerba
George Washington University
Toptal
Miami University
Hypatos
NEX
ABB – ASEA Brown Boveri
Uipath
Yale
Bizerba
George Washington University
Toptal
Miami University
Hypatos
NEX
ABB – ASEA Brown Boveri
Uipath
Yale
Bizerba
George Washington University
Toptal
Miami University
Hypatos
NEX

Drone Data Annotation Services at Label Your Data

Given that the global drone market is steadily growing, annotation services for drone data became a pivotal part of our comprehensive data labeling and processing solutions at Label Your Data. Autonomous flying objects, like drones, have permeated various industries. Thus, they require precision and expertise in distinguishing objects within aerial imagery. Our skilled annotators are adept at accurately labeling drone-captured data, ensuring its suitability for a wide range of applications.

Whether you need us to annotate drone data for construction site monitoring, precision agriculture or surveillance projects, our experienced team is ready to take on the challenge of the nuanced aerial data annotation. So if you need to train your ML model on the information from aerial imagery to perform tasks like object detection, terrain analysis, and environmental monitoring, rely on our dedicated team that will expertly Label Your Data.

svg On photo: Olha, Karyna

Our Annotation Services for Drone Data & Aerial Imagery

In the area of annotation services for drone data, we work with all major drone annotation types and data formats. Our global team can expertly deliver the following drone data annotation services (but we are always open to your custom projects):

Bounding Boxes for Satellite Imagery

Bounding Boxes for Satellite Imagery

Semantic Segmentation for Roads

Semantic Segmentation for Roads

Polygonal Annotation for Solar Energy and Agriculture Tasks

Polygonal Annotation for Solar Energy and Agriculture Tasks

Bounding Boxes for Military Technology

Bounding Boxes for Military Technology

Polylines and Keypoints for Other Applications

Polylines and Keypoints for Other Applications

We use bounding boxes to pinpoint rooftops and various objects within satellite images. These annotations are used for object detection and localization tasks.

We use bounding boxes to pinpoint rooftops and various objects within satellite images. These annotations are used for object detection and localization tasks.

Get Bounding Boxes
Our expertise extends to semantic segmentation, enabling the accurate identification and classification of different road components, vital for drone navigation applications.

Our expertise extends to semantic segmentation, enabling the accurate identification and classification of different road components, vital for drone navigation applications.

Get Semantic Segmentation
Our annotators offer drone data labeling for environmental projects using polygons. This annotation type allows defining the exact boundaries of elements, like solar panels, fields, forests, etc.

Our annotators offer drone data labeling for environmental projects using polygons. This annotation type allows defining the exact boundaries of elements, like solar panels, fields, forests, etc.

Get Polygonal Annotation
Through precise bounding box annotation, we enable object detection and localization tasks based on drone imagery. They help identify and track military assets and threats.

Through precise bounding box annotation, we enable object detection and localization tasks based on drone imagery. They help identify and track military assets and threats.

Get Bounding Boxes
While less common, we also offer annotation services for polylines and keypoints when your project demands more specialized data representations.

While less common, we also offer annotation services for polylines and keypoints when your project demands more specialized data representations.

Get Polylines and Keypoints
Bounding Boxes for Satellite Imagery

Bounding Boxes for Satellite Imagery

svg
We use bounding boxes to pinpoint rooftops and various objects within satellite images. These annotations are used for object detection and localization tasks.

We use bounding boxes to pinpoint rooftops and various objects within satellite images. These annotations are used for object detection and localization tasks.

Get Bounding Boxes
Semantic Segmentation for Roads

Semantic Segmentation for Roads

svg
Our expertise extends to semantic segmentation, enabling the accurate identification and classification of different road components, vital for drone navigation applications.

Our expertise extends to semantic segmentation, enabling the accurate identification and classification of different road components, vital for drone navigation applications.

Get Semantic Segmentation
Polygonal Annotation for Solar Energy and Agriculture Tasks

Polygonal Annotation for Solar Energy and Agriculture Tasks

svg
Our annotators offer drone data labeling for environmental projects using polygons. This annotation type allows defining the exact boundaries of elements, like solar panels, fields, forests, etc.

Our annotators offer drone data labeling for environmental projects using polygons. This annotation type allows defining the exact boundaries of elements, like solar panels, fields, forests, etc.

Get Polygonal Annotation
Bounding Boxes for Military Technology

Bounding Boxes for Military Technology

svg
Through precise bounding box annotation, we enable object detection and localization tasks based on drone imagery. They help identify and track military assets and threats.

Through precise bounding box annotation, we enable object detection and localization tasks based on drone imagery. They help identify and track military assets and threats.

Get Bounding Boxes
Polylines and Keypoints for Other Applications

Polylines and Keypoints for Other Applications

svg
While less common, we also offer annotation services for polylines and keypoints when your project demands more specialized data representations.

While less common, we also offer annotation services for polylines and keypoints when your project demands more specialized data representations.

Get Polylines and Keypoints
Domain Expertise

Domain Expertise

Proficiency in handling this specific data type is crucial. Our team is well-versed in labeling aerial imagery and drone photos in various annotation formats (JPEG, 3D images, and LiDAR drone images), often working with high-resolution images.

Personalized Strategy

Personalized Strategy

We ensure a customized approach for each case since they all differ. This involves assembling an experienced team and aligning our efforts with your specific requirements, including data output, tooling, annotation submissions, and collaborative discussions on edge cases.

Scalable Solutions

Scalable Solutions

When working with images from drones, our exceptional scalability allows us to swiftly expand the team’s capacity to annotate large volumes of drone data, ensuring rapid and efficient processing for your project.

Why Choose Aerial Data Annotation at Label Your Data?

Our company holds certifications for PCI DSS (level 1) and ISO:27001, and we adhere to the regulations outlined by GDPR, CCPA, and HIPAA. With 10+ years of experience and 500+ specialists on board, we provide customized annotation of datasets for drones and aerial imagery for enterprise and R&D projects in 55 languages.

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FAQs

What are the main types of drone image annotations?

The most common types of data annotations used for aerial imagery and drone data include bounding boxes, polygons, keypoints, and semantic segmentation.

How is aerial data annotation impacting major industries?

Aerial data annotation is revolutionizing industries like agriculture, urban planning, and infrastructure development by enabling precise analysis of aerial imagery for applications like crop monitoring, city mapping, and construction site optimization.

How do you capture data from a drone?

In case you need to capture drones images for your project, you deploy drones equipped with cameras or sensors to collect aerial data.

How does the annotation of datasets for drones enhance the accuracy and efficiency of aerial data analysis?

Most services for annotating drone data provide expertly labeled datasets that enable ML algorithms to recognize and interpret aerial data more effectively, thereby enhancing its accuracy and efficacy.