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Real-time AI Pest Elimination on Edge Devices
0
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 23 Dec 2020
1
Detecting Pests Using Pre-Trained SSD Models
In the next article, we’ll use a pre-trained DNN to detect pests on video.
Added 23 Dec 2020
2
Detecting Unusual Pests
In this we’ll talk about some ideas for detecting "exotic" pests, such as moose and armadillos.
Added 23 Dec 2020
3
Preparing Dataset
In this article we’ll create the training dataset for our pest of choice: The moose.
Added 23 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 23 Dec 2020
5
Training a DNN
In this article, we’ll discuss training our DNN classifier with the augmented dataset.
Added 23 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
7
Eliminating Pests with a Raspberry Pi
In this article, we’ll test our detection algorithm on a Raspberry Pi 3 device and create the "scare pests away" part of our pest eliminator by playing a loud sound.
Added 24 Dec 2020
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