The advanced computer-vision task that tells you where the objects are within the image by returning a mask that tells you which pixel belongs to which object is known as ___ .Object detectionItem detectionImage classificationImage segmentation

___ is the process of finding instances of real-world objects in images or videos.(a) Instance segmentation(b) Object detection(c) Classification(d) Image segmentation

The Object Detection API returns a list for the class , each representing an object that it found in the input image.

Which of the following results does an object detection model typically return for an image?Question 12Answera.A bounding box with the colour values of the main objectb.Bounding box coordinates that indicate the region of the image where all of the objects it contains are locatedc.A class label, probability, and bounding box for each object in the imaged.A class label and probability score for the image

Instance segmentation is *1 pointclassifying each pixel in an image into specific classclassifying pixels based on thresholdclassify each pixel into specific class but differentiates individual instances of objects within same classall of the above

What is the purpose of object detection in machine learning?a.To identify and locate specific objects within images.b.To classify images based on their visual content.c.To apply filters and effects to images.d.To generate realistic images using generative models.