How to Detect Small Objects

Author: Jacob Marks (Machine Learning Engineer at Voxel51)

Using Slicing Aided Hyper Inference

Object detection is one of the fundamental tasks in computer vision. At a high level, it involves predicting the locations and classes of objects in an image. State-of-the-art (SOTA) deep learning models like those in the You-Only-Look-Once (YOLO) family have reached remarkable levels of accuracy. However, one notoriously challenging frontier in object detection is small objects.

In this post, you will learn how to detect small …

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