Aerial

High-quality labeling for any industry that uses aerial data - from drone images and footage to satellite imagery, traffic reporting, and much more.

Expert Labeling
of Aerial Imaging Data

Aerial Data Annotation services for a wide range of computer vision applications.

Machine learning is opening up a world of possibilities for aerial image recognition. This technology has countless applications in a wide range of industries. To construct the best computer systems aerial AI innovators need access to the image and video annotation. Our experienced annotation teams and proprietary tools can greatly enhance your aerial AI projects.

Keymakr creates clean and accurate training data for your computer vision models. We annotate and label aerial images and videos with various techniques:

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Aerial
Annotation Types

01. Automatic Annotation

Fast AI-assisted labeling of your aerial imaging data - our team will validate every single frame of footage for accuracy.

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02. Bounding Box

Label objects with the help of dragging bounding boxes that help keep track of them. Useful for simple straightforward datasets.

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Bounding Box Annotation for Aerial Images

03. Oriented Bounding Box

Place objects in your aerial imaging footage at the right angle for additional accuracy during the labeling and training process.

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04. Cuboid

Represent your aerial data or drone footage in pseudo-3D by extrapolating height and width from images found in it.

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05. Polygon

Outline irregular shapes for important objects such as bridges, infrastructure, non-standard buildings, and so on.

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06. Semantic Segmentation

Catalogs entire scenes in aerial imaging data by classifying objects - helps your systems understand complexity.

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07. Instance Segmentation

An advanced form of segmentation for individually labeling every single instance of an object found in your aerial data.

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08. Skeletal

Uses connected lines to recognize humans in your aerial data - this helps machines understand position, movement, and so on.

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09. Key Points

Methodically labeling individual points of interest in your aerial data for the purposes of fine analysis in complex models.

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10. Lane

Label lanes or roads often found in your aerial imaging data. Train your AI to better understand infrastructure.

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11. Bitmap

Label multiple parts of the same object separated by other objects blocking it in the foreground. Useful for complex scenes.

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12. 3D Point Cloud

Simulate entire 3D environments obtained from aerial data to create full knowledge of distance and real-world relationships between objects.

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13. Custom

Combine different types of aerial data annotation for your specific needs. Train a custom AI based on clean custom data.

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Custom Annotation Solutions for Aerial Data

13

Need
custom solution

Professional Data Annotation
for Aerial Imaging

Get accurate and clean data for your computer vision systems from aerial and satellite imagery!

01. Common use cases of CV AI Aerial training data preparation

Keymakr’s accurate datasets train aerial AI applications to recognize objects in varied environments that reflect the complexity of the real world.

AI-enabled drone applications
Satellite image annotation
Construction progress tracking by annotation of differences between the images
Construction site safety
Equipment tracking
Property monitoring
Road traffic reporting
Pipeline monitoring

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02. Drones

Drones are widely used in countless scenarios: from military operations to precision agriculture.

Images and videos captured by them are incredibly helpful for training AI. However, to make use of them, you need video and image annotation for drone flying training data.

Annotation services, like Keymakr, can scale up video labeling, including segmentation, to whatever level is necessary for a given smart drone project. This time-consuming task is therefore taken off the hands of developers, and fulfilled by proprietary annotation tools operated by experienced staff.

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03. AI-enabled Drone Applications

Drones provide real-time aerial views for people and object tracking in hard-to-reach places or hazardous terrain.
Videos made by drones can also be annotated to identify moving objects and specific events.

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04. Quality Datasets from Raw Data

Our annotation techniques produce accurate and fast labeling, even with suboptimal raw data. This includes conditions like fog, smoke, rain, vibration, and low light. In applications like autonomous disaster intervention, the quality of training data is vital to mission effectiveness.

Teams and processes at Keymakr are extremely responsive to the particular needs of any project. Troubleshooting is much easier when working with in-house teams who are dedicated to filling gaps in training data.

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05. Equipment Tracking and Property Monitoring

Keymakr’s services can play a key role in the development of monitoring capacity with smart image annotation. Experienced annotation teams can quickly create suites of training data in which differences between images are annotated precisely, supporting promising computer vision applications that use aerial data to function.

Autonomous flying can also be achieved with quantified approach parameters and topographical check-point labels. Quality training datasets can optimize your drone use for:

Construction site safety
Equipment tracking
Property monitoring
Road traffic reporting

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06.Field Monitoring

Once equipped with a proper pattern-matching toolset drones can assist in agriculture:

Crop health monitoring
Ripeness evaluation
Soil condition assessment
Pest detection

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07.Satellite Image Annotation

If your project requires image annotation, data collection, or any other type of custom dataset, we will know what to do and how to approach all related challenges.

Keymakr can help you create complex geospatial models from satellite photos or GIS and GPS data, annotating each element with the highest precision possible.

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Reviews
on

"Delivering Quality and Excellence"

The upside of working with Keymakr is their strategy to annotations. You are given a sample of work to correct before they begin on the big batches. This saves all parties time and...