Web Reference: Aug 25, 2025 · Image classification can predict which category an image belongs to, while object detection identifies instances of objects and predicts the categories they belong to individually. Sep 7, 2023 · While image classification focuses on assigning a single label to an entire image, object detection models go a step beyond by recognizing and pinpointing the positions of numerous objects within an image. Jul 12, 2025 · Object Detection algorithms act as a combination of image classification and object localization. It takes an image as input and produces one or more bounding boxes with the class label attached to each bounding box.
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Stanford CS231N | Spring 2025 | Lecture 9: Object Detection, Image Segmentation, Visualizing

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