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Case Study
NATO-Compliant Annotation for Military Drone Awareness
Ukraine
Case Background
This data annotation project involves a number of AI initiatives in the field of military technology, aka MilTech. Since 2022, the Label Your Data team has partnered with other Ukrainian AI companies, young startups, and volunteers with the shared goal of helping the Armed Forces of Ukraine to leverage AI for strategic advancements. The first project is a large-scale initiative built on NATO standards.
Let the Numbers Speak: The Project Summary
+2000 man-hours dedicated to the project
Improved equipment detection speed: from 6 h to 15 min
Technologies presented in NATO offices
A Data Annotation Challenge for Label Your Data
The Client required high-quality, secure annotations to train an AI algorithm aimed at improving the situational awareness of the drone used for military purposes. The goal of this project was to develop an AI-powered tech that will assist soldiers on the battlefield. To help our Client build robust AI models for the military technology, Label Your Data had to tackle drone data annotation for aerial reconnaissance.
Our team was tasked with annotating photo and video data received from drones (UAVs) to explore camouflaged military equipment and personnel. For this, we had to use various Computer Vision techniques. Besides, working with real-time drone footage from various locations presented a real technological challenge due to diverse weather conditions and topography.
Our Solution to Address the Client’s Problem
The MilTech case was one of the most resource-intensive and large-scale projects for the Label Your Data team. To address the key challenges of the Client’s algorithm development for enhanced military drone awareness, we’ve done the following:
Challenges
Solutions
Complex drone data annotation
Bounding boxes for precise annotations of image and video data from UAVs
Customized annotations for military applications
Close collaboration with the Client to meet specific project requirements
Real-time data processing in varied conditions
Ensuring the data’s relevance and usefulness for various applications
High-quality algorithm outputs
Model validation for enhanced algorithm performance
Solutions
Bounding boxes for precise annotations of image and video data from UAVs
Close collaboration with the Client to meet specific project requirements
Ensuring the data’s relevance and usefulness for various applications
Model validation for enhanced algorithm performance
As a company deeply involved in numerous MilTech projects, we’ve gained extensive annotation experience within the industry.
CEO of Label Your Data
The MilTech Project
Results
One remarkable achievement of this drone data annotation project for our Armed Forces is the recognition of our artillery reconnaissance technologies in NATO offices. We believe this is a groundbreaking accomplishment for the military technology sector.
Here are the impressive results of the extensive NATO-compliant project at Label Your Data:
Response Time Improvement
Response Time Improvement
Invested 2000+ man-hours
Reduced response time from 6 hours to 15 minutes for threat detection and precision strikes
Team Expansion and Training
Seamlessly expanded the team during the project
Efficiently trained new members with a focus on precision
Enhanced Drone Capabilities
Boosted the military drones’ performance
Improved their overall operational efficiency
We have successfully integrated ourselves into the diverse Ukrainian and global AI community as a fledgling tech business. Our reputation as a reliable partner in the field of military AI and our ability to handle sensitive defense data have earned us trust worldwide.
your MilTech project!
Explore Our Diverse Services
Semantic Segmentation
Audio-to-Text Transcription
Data Collection
We perform manual pixel-wise labeling of images, enabling your computer vision model to recognize and differentiate various objects present in the image.
Our proficient team carries out automated transcription of audio data, including voice recordings and podcasts, facilitating seamless analysis and data extraction.
As part of our data processing services, we offer data collection, precisely tailored to fulfill niche requirements for small and mid-sized datasets.
Semantic Segmentation
We perform manual pixel-wise labeling of images, enabling your computer vision model to recognize and differentiate various objects present in the image.
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 Collection
As part of our data processing services, we offer data collection, precisely tailored to fulfill niche requirements for small and mid-sized datasets.
More of Our Case Studies
NLP for Acoustic Target Detection
Audio annotations for the sound-based air target detection model
Video Annotation for Artillery Fire Correction
The creation of a custom video dataset for better precision of an artillery correction algorithm
Label Your Data!