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Real-time AI Pest Elimination on Edge Devices

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Real-time AI Pest Elimination on Edge Devices: Getting Started

In this article, we compared two DNN types we can use to detect pests: detectors and classifiers.

Added 16 Dec 2020
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Detecting Pests Using Pre-Trained SSD Models

In the next article, we’ll use a pre-trained DNN to detect pests on video.

Added 16 Dec 2020
2

Detecting Unusual Pests

In this we’ll talk about some ideas for detecting "exotic" pests, such as moose and armadillos.

Added 17 Dec 2020
3

Preparing Dataset

In this article we’ll create the training dataset for our pest of choice: The moose.

Added 18 Dec 2020
4

Extending Dataset with Data Augmentation

In this article, we’ll see how the same result can be achieved by data augmentation.

Added 21 Dec 2020
5

Training a DNN

In this article, we’ll discuss training our DNN classifier with the augmented dataset.

Added 22 Dec 2020
6

Detecting Pests with a Motion Detector and Trained DNN

In this article, we’ll show you how to develop a simple motion detector and combine it with the trained DNN model to detect moose on video.

Added 23 Dec 2020