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Exercise

Object detection

In this exercise, you will use the same flickr dataset as previously, which has 30,000 images and associated captions. Now you will find bounding boxes of objects detected by the model.

Photo of 2 people, 1 is playing the guitar

The sample image (image) and pipeline module (pipeline) have been loaded.

Instructions

100 XP
  • Load the object-detection pipeline with facebook/detr-resnet-50 pretrained model.
  • Find the label of the detected object.
  • Find the associated confidence score of the detected object.
  • Find the bounding box coordinates of the detected object.