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Drone-View-Object-Detection

An object detection system that captures objects such as cars, trees, pedestrains, motorcycle from aerial view in low resolution scenario.

Achieved an mAP of 41.6% on IoU 0.50:0.95 and mAP of 75.5% on IoU 0.50 with just 65 training images having an inference time of 0.05s for each image on google colab GPU.

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Unveiling Objects through Drone Vision

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