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
Question
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
Solution
The correct answer is c. An object detection model typically returns a class label, probability, and bounding box for each object in the image.
Here's a step-by-step explanation:
-
Object detection models are trained to identify multiple objects in a single image.
-
For each object it identifies, the model will provide a bounding box, which is a set of coordinates that outline the area of the image where the object is located.
-
Along with the bounding box, the model will also provide a class label. This is the category that the model has determined the object belongs to (e.g., "dog", "car", "person").
-
The model will also provide a probability score. This score
Similar Questions
The Object Detection API returns a list for the class , each representing an object that it found in the input image.
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
What is the focus of the "Introduction to the Object Detection Project"?a.To introduce the concept of labeling images for machine learning.b.To explain the process of identifying and locating objects within images.c.To provide an overview of deep learning techniques for image classification.d.To discuss the challenges of evaluating classification models in MATLAB.Clear my choice
True or false? Given an image or a video stream, an image classification model can identify which of a known set of objects might be present, and provide information about their positions within the image.TrueFalse
Question 4You are working to create an object detection system, like the ones described in the lectures, to locate cats in a room. To have more data with which to train, you search on the internet and find a large number of cat photos.Which of the following is true about the system?1 point
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.