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Object_Detection

Darknet is an open source neural network framework. It is a fast and highly accurate framework for real time object detection (also can be used for images). In the provided notebook, a fast and simple approach is shown to detect one or more objects within an image.

The procedure is described below:

  • GPU was enabled
  • Cloned into the darknet repository
  • Built darknet into the chosen folder
  • Downloaded weights in order to use those weights on unseen images
  • Made predictions on several images

Note:

  • Darknet used here is pretrained on COCO dataset. Thus, making predictions is faster and simpler.

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Multiple object detection using Darknet architecture

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