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Case Study
Aerial Image Annotation for Battlefield Artillery
Ukraine
Case Background
This ongoing data annotation project involves a number of various AI initiatives in the rapidly evolving field of military technology. Throughout 2022–2023, the Label Your Data team has partnered with other Ukrainian AI companies, young startups, and volunteers. For this case, our team performed aerial image annotation to improve the navigation capabilities of the military UAVs.
Let the Numbers Speak: The Project Summary
+20,000 objects annotated
Strengthened battlefield intelligence
Data annotation and management in one place
Aerial Image Annotation Challenge for Label Your Data
Today, the development and adoption of cutting-edge AI-powered technologies is a strategically important move on the battlefield. This is crucial due to three reasons:
AI enables faster and more efficient military operations
AI produces accurate predictions
AI allows for more detailed and precise planning of battle tactics
For this case, the task for Label Your Data was to provide high-quality, secure aerial image annotation services for the Client. The goal of the project was to enhance battlefield support using military drones.
The Client was working on enhancing the navigation system in Unmanned Aerial Vehicles (UAVs) used on the battlefield. The objective here was to employ AI to enhance artillery accuracy through annotating drone-captured footage showing artillery hitting precise targets on the battlefield. Our experts were tasked with labeling images taken from these drones to improve their navigation capabilities and become increasingly helpful for the Ukrainian army.
Our Solution for Improving Navigation of Military UAVs
Using drones to gather strategically important information has been crucial in warfare. One key task is spotting military objects, as it helps identify and locate them.
For this MilTech initiative, we aimed to provide quality image datasets for successful and productive ML algorithm training. We have offered comprehensive data labeling solutions for improving the navigation capabilities of the military drone for battlefield artillery, addressing the specific needs of the Client:
Challenges
Solutions
Boosting navigation capabilities of the military drones
Secure image annotation for streamlined navigation algorithm training:
bounding boxes to locate and name objects
polygons for irregular shape detection
Ensuring accuracy and consistency in the annotation process
Close cooperation between our dedicated team of trained annotators and the Client
Sensitive military data management
Providing the necessary annotation infrastructure:
data management
data uploading
verification
annotation environment
training of volunteers
Solutions
Secure image annotation for streamlined navigation algorithm training:
bounding boxes to locate and name objects
polygons for irregular shape detection
Close cooperation between our dedicated team of trained annotators and the Client
Providing the necessary annotation infrastructure:
data management
data uploading
verification
annotation environment
training of volunteers
AI tech is becoming a pivotal strategy of modern warfare. Our team’s expertise ensures top-notch annotated data for versatile AI solutions in MilTech.
CEO of Label Your Data
The MilTech Project
Results
In this ongoing project, the Label Your Data team plays a pivotal role in enhancing the navigation system of drones (UAVs) used in the war zone. Here’s what we achieved in close collaboration with the Client, propelling artillery to new heights with expert data labeling:
Improved navigation capabilities of the military drones through
To date, we have successfully annotated over 20,000 objects, with many more awaiting labeling for refining drone navigation for the utmost battlefield effectiveness
Became a trusted partner in AI for the MilTech project
Label Your Data was involved not just as a data annotation company in this AI initiative. We provided crucial labeling infrastructure and project management for the Client
Provided invaluable support to the Armed Forces
Our commitment to this vital initiative underlines our dedication to delivering technology-driven solutions for defense application
for your MilTech initiative!
Explore Our Diverse Services
Video Annotation
Audio-to-Text Transcription
Data Tagging
Creating custom video datasets that enhance the performance of your computer vision algorithms and other video-related applications.
Our proficient team carries out automated transcription of audio data, including voice recordings and podcasts, facilitating seamless analysis and data extraction.
We handle diverse data tagging tasks to scale your Computer Vision (CV) or Natural Language Processing (NLP) applications through expertly annotated datasets.
Video Annotation
Creating custom video datasets that enhance the performance of your computer vision algorithms and other video-related applications.
Audio-to-Text Transcription
Our proficient team carries out automated transcription of audio data, including voice recordings and podcasts, facilitating seamless analysis and data extraction.
Data Tagging
We handle diverse data tagging tasks to scale your Computer Vision (CV) or Natural Language Processing (NLP) applications through expertly annotated datasets.
More of Our Case Studies
NLP for Acoustic Target Detection
Audio annotations for the sound-based air target detection model
NATO-Compliant Annotation for Military Drone Awareness
Drone data annotation for artillery reconnaissance technologies recognized in NATO offices