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Water transport recognition

  • Python
  • Yolo

The computer vision solution aimed to detect and count all types of yachts, cruisers, boats, canoes, aircraft carriers, etc. on satellite map images.

We have developed a solution to recognize water transport objects on Google and Bing map images.

In the first phase, we prepared a large dataset using a technique of augmentation. After that, we fed the dataset to a neural network model to train it to recognize water vehicles with a high level of accuracy.

ship2.png

ship1.jpg

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Development time
3 weeks of 1 developer