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Usage of few-shot learning and meta-learning in agriculture..:
João Vitor de Andrade Porto ; Arlinda Cantero Dorsa ; Vanessa Aparecida de Moraes Weber..
http://www.sciencedirect.com/science/article/pii/S2772375523001363. , 2023
http://www.sciencedirect.com/science/article/pii/S2772375523001363. , 2023
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Deep neural networks with attention mechanisms for Spodopte..:
João Vitor de Andrade Porto ; Fabio Prestes Cesar Rezende ; Higor Henrique Picoli Nucci...
http://www.sciencedirect.com/science/article/pii/S2772375523000308. , 2023
http://www.sciencedirect.com/science/article/pii/S2772375523000308. , 2023
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Recognizing and counting Dendrocephalus brasiliensis (Crust..:
Angelica Christina Melo Nunes Astolfi ; Gilberto Astolfi ; Maria Gabriela Alves Ferreira...
https://doi.org/10.1371/journal.pone.0248574. , 2021
https://doi.org/10.1371/journal.pone.0248574. , 2021
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Overview of the automatized approach for Dendrocephalus Bra..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Overview_of_the_automatized_approach_for_i_Dendrocephalus_Brasiliensis_i_cysts_detection_and_counting_using_YOLOv3_/14239065. , 2021
https://figshare.com/articles/figure/Overview_of_the_automatized_approach_for_i_Dendrocephalus_Brasiliensis_i_cysts_detection_and_counting_using_YOLOv3_/14239065. , 2021
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Cyst detection results at average percentage through 10 tes..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/dataset/Cyst_detection_results_at_average_percentage_through_10_test_subsets_on_the_DBrasiliensis_dataset_for_YOLOv3_and_Faster_R-CNN_/14239083. , 2021
https://figshare.com/articles/dataset/Cyst_detection_results_at_average_percentage_through_10_test_subsets_on_the_DBrasiliensis_dataset_for_YOLOv3_and_Faster_R-CNN_/14239083. , 2021
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Substrate image captured by the XTRAD USB digital microscop..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Substrate_image_captured_by_the_XTRAD_USB_digital_microscope_model_XT-2036_at_a_52x_magnification_/14239056. , 2021
https://figshare.com/articles/figure/Substrate_image_captured_by_the_XTRAD_USB_digital_microscope_model_XT-2036_at_a_52x_magnification_/14239056. , 2021
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Comparison of the number of false positives of the Faster R..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Comparison_of_the_number_of_false_positives_of_the_Faster_R-CNN_and_YOLOv3_architectures_in_different_batch_sizes_/14239074. , 2021
https://figshare.com/articles/figure/Comparison_of_the_number_of_false_positives_of_the_Faster_R-CNN_and_YOLOv3_architectures_in_different_batch_sizes_/14239074. , 2021
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Overview of the automatized approach for Dendrocephalus Bra..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Overview_of_the_automatized_approach_for_i_Dendrocephalus_Brasiliensis_i_cysts_detection_and_counting_using_Faster_R-CNN_architecture_/14239068. , 2021
https://figshare.com/articles/figure/Overview_of_the_automatized_approach_for_i_Dendrocephalus_Brasiliensis_i_cysts_detection_and_counting_using_Faster_R-CNN_architecture_/14239068. , 2021
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Fig 9 -:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Fig_9_-/14239077. , 2021
https://figshare.com/articles/figure/Fig_9_-/14239077. , 2021
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Fig 3 -:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Fig_3_-/14239059. , 2021
https://figshare.com/articles/figure/Fig_3_-/14239059. , 2021
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Detection and counting results for all batch sizes on the 1..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/dataset/Detection_and_counting_results_for_all_batch_sizes_on_the_10_testing_subsets_of_the_DBrasiliensis_dataset_for_YOLOv3_and_Faster_R-CNN_/14239086. , 2021
https://figshare.com/articles/dataset/Detection_and_counting_results_for_all_batch_sizes_on_the_10_testing_subsets_of_the_DBrasiliensis_dataset_for_YOLOv3_and_Faster_R-CNN_/14239086. , 2021
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The testing set: 10 folders, 135 images, 4.24 grams of subs..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/dataset/The_testing_set_10_folders_135_images_4_24_grams_of_substrate_and_1968_cysts_/14239080. , 2021
https://figshare.com/articles/dataset/The_testing_set_10_folders_135_images_4_24_grams_of_substrate_and_1968_cysts_/14239080. , 2021
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Fig 7 -:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Fig_7_-/14239071. , 2021
https://figshare.com/articles/figure/Fig_7_-/14239071. , 2021
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RSME, MAE, and R 2 through 10 test subsets on the DBrasilie..:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/dataset/RSME_MAE_and_R_sup_2_sup_through_10_test_subsets_on_the_DBrasiliensis_dataset_for_YOLOv3_and_Faster_R-CNN_/14239089. , 2021
https://figshare.com/articles/dataset/RSME_MAE_and_R_sup_2_sup_through_10_test_subsets_on_the_DBrasiliensis_dataset_for_YOLOv3_and_Faster_R-CNN_/14239089. , 2021
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Fig 1 -:
Angelica Christina Melo Nunes Astolfi (10325781) ; Gilberto Astolfi (10325784) ; Maria Gabriela Alves Ferreira (10325787)...
https://figshare.com/articles/figure/Fig_1_-/14239053. , 2021
https://figshare.com/articles/figure/Fig_1_-/14239053. , 2021