OBJECT LOCALIZATION WITH TENSORFLOW

OBJECT LOCALIZATION WITH TENSORFLOW

T. Shiva Kumar1, M. Yamini2, K. Jemima Joy

1CSE Department, Sreenidhi Institute of Science and Technology.

2CSE Department, Sreenidhi Institute of Science and Technology.

3CSE Department, Sreenidhi Institute of Science and Technology.

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Abstract - The process of locating one or more items in an image and tracing a bounding box around their extent is known as object localization. These two tasks are combined in object detection, which locates and categories one or more items in an image. Regression-based image/object localization produces x and y coordinates around the object of interest in order to construct bounding boxes. One of the tasks involved in image recognition is object localization, along with picture Categorization and object detection. Although the terms object localization and object Detection are frequently used interchangeably, they are not the same. Similar to this, categorization and localization of images are two distinct concepts.

Key Words:  Object Localization, TensorFlow, convolutional neural networks (CNNs).