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
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
Solution
False. An image classification model can identify which of a known set of objects might be present in an image or a video stream, but it does not provide information about their positions within the image. That task is typically performed by an object detection or a segmentation model.
Similar Questions
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
Classification is the process of grouping objects according to their similarities and differences.TrueFalseI'm not sure
___ 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
Which approach utilizes existing deep learning models to detect objects in images or video frames?a.Optical flow b.Segmentationc.Template matching d.Pretrained models
The Object Detection API returns a list for the class , each representing an object that it found in the input image.
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