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Single Object Tracking Using The Siamese Family Of Trackers

Introduction

Object Tracking is an inherently challenging computer vision task. The tracker is given an initial “seed” or bounding box at the beginning of the video sequence and then asked to associate and localize the target objects in consecutive video frames with a certain level of accuracy. 

In this article we focus predominantly on Single Object tracking, specifically the SiamFC tracker, the first in line under the Siamese family of trackers.

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