Detecting Unusual Pests

Sergey L. Gladkiy

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17 Dec 2020CPOL4 min read

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

Here we state the problem of using a pretrained SSD model. We then suggest two methods to detect such unusual animals: 1 – fine-tune the pretrained SSD for the animal type; 2 – develop our own lightweight DNN (not SSD) model and use it together with a motion detector. Finally we use the second approach and detect the moose.

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This article is part of the series 'Real-time AI Pest Elimination on Edge Devices ◁ Prev View All Next ▷

License

This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)

Written By

Sergey L. Gladkiy

Team Leader VIPAKS

Russian Federation

EDUCATION:

Master’s degree in Mechanics.

PhD degree in Mathematics and Physics.

PROFESSIONAL EXPERIENCE:

15 years’ experience in developing scientific programs
(C#, C++, Delphi, Java, Fortran).

SCIENTIFIC INTERESTS:

Mathematical modeling, symbolic computer algebra, numerical methods, 3D geometry modeling, artificial intelligence, differential equations, boundary value problems.

Detecting Unusual Pests

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