Sunday, April 18, 2021

RESEARCH ON FARMLAND PEST IMAGE RECOGNITION BASED ON TARGET DETECTION ALGORITHM

Author :  Shi Wenxiu

Affiliation :  University of Jinan

Country :  China

Category :  Computer Science & Information Technology

Volume, Issue, Month, Year :  10, 02, March, 2020

Abstract :

In order to achieve the automatic identification of farmland pests and improve recognition accuracy, this paper proposes a method of farmland pest identification based on target detection algorithm .First of all, a labeled farm pest database is established; then uses Faster R-CNN algorithm, the model uses the improved Inception network for testing; finally, the proposed target detection model is trained and tested on the farm pest database, with the average precision up to 90.54%.

Keyword :  Object detection algorithm, Faster R-CNN, Inception network

For More Details https://aircconline.com/csit/papers/vol10/csit100210.pdf

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