no code implementations • 22 Mar 2021 • Alvaro Leandro Cavalcante Carneiro, Lucas de Brito Silva, Denis Henrique Pinheiro Salvadeo
We achieved an accuracy of 96. 38% on the test set and 81. 36% on the validation set containing more challenging conditions, showing that 30 FPS is the best frame rate subsample to train the classifier, geometric transformations work better than intensity transformations, and artificial background creation is not effective to model generalization.
1 code implementation • 20 Mar 2021 • Alvaro Leandro Cavalcante Carneiro, Lucas de Brito Silva, Marisa Silveira Almeida Renaud Faulin
Pest and disease control plays a key role in agriculture since the damage caused by these agents are responsible for a huge economic loss every year.