Object detection in aerial imagery (satellite and drone)

Create a dataset for the detection of objects in aerial imagery (satellite and drone)

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Aerial imagery, whether from satellites or drones, provides a valuable view for detecting, tracking, and analyzing objects on a large scale. To train AI models that can exploit these images, it is essential to have accurately annotated datasets.

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At Innovatiana, we support our customers in the creation of tailor-made datasets, adapted to the specificities of each project:

• Annotation of objects of interest (buildings, roads, bodies of water, vehicles, etc.)
• Taking into account the resolution, geometry, and context of images
• Structuring data for training, validating, and evaluating models

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Result : a significant gain in performance on detection models, better robustness in the face of scene variability, and an acceleration of surveillance, mapping or urban planning projects.