Car Detection from Aerial Imagery

Datasets:

There are many types of aerial imagery datasets acquired by aerial platforms from satellites to small commercial drones.

Challenges:

  • Datasets are collected with different sensors and resolution
  • Geographic region is very different than the training set

Ideas:

Applications:

  • Measure parking lot density level
  • Tracking delivery trucks in near real-time
  • Lack of aerial dataset including various types of vehicles

Training Model for Aerial Imagery

References:

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