Understanding Real-time Object Detection

What is the primary challenge of object detection compared to image classification?

• Object detection requires identifying object certian locations in the image.

• Object detection can work on videos only.

• Black and white images are only supported.

• None of them

What is a bounding box in object detection?

• A container for organizing image files
  

• A rectangular area used to localize objects in an image

• A tool for resizing images

• All of them

Object detection is used in ...............

• Face recognition systems

• RADAR systems

• Social media Filters

• All of them are correct

The number of iterations in the object detection model determines .......................

• Number of times the model loops through the images to detect objects.

• Number of images entered the model to be trained.

• Number of batch sizes used in the model.

The classification loss evaluates the performance of model towards the type of objetcts.

• True

• False

The localization loss evaluates the performance of model towards the position of objetcts.

• True

• False