Python

Object Detection with ImageAI in Python

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Introduction

Object detection is a technology that falls under the broader domain of Computer Vision. It deals with identifying and tracking objects present in images and videos. Object detection has multiple applications such as face detection, vehicle detection, pedestrian counting, self-driving cars, security systems, etc.

The two major objectives of object detection include:

  • To identify all objects present in an image
  • Filter out the object of attention

In this article, you will see how to perform object detection in Python with the help of the ImageAI library.

Deep Learning for Object Detection

Deep learning techniques have been proven state of the art for various object detection problems. The following are some of the commonly used deep learning approaches for object detection:

In the rest of this article, we will see what exactly ImageAI is and how to use it to perform object detection.

ImageAI

ImageAI is a Python library built to empower developers to build applications and systems with self-contained deep learning and Computer Vision capabilities using a few lines of straight forward code. ImageAI contains a Python implementation of almost all of the state-of-the-art deep learning algorithms like To finish reading, please visit source site