Matches in SemOpenAlex for { <https://semopenalex.org/work/W4293147410> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4293147410 endingPage "1994" @default.
- W4293147410 startingPage "1980" @default.
- W4293147410 abstract "Vermicompost, created by earthworms after eating and digesting organic waste, plays an important role as an organic fertiliser in sustainable agriculture. In this study, a deep learning-based smart system was developed to separate earthworm cocoons used in the production of vermicompost from the compost and return it to production. In the first stage of the study, a dataset containing 1000 images of cocoons was created. The cocoons in each image were labeled and training was performed using a deep learning architecture, one-stage and two-stage models. The models were trained over 2000 epochs with a learning rate of 0.01. From the experimental results, faster R-CNN with ResNet50-FPN model detected the earthworm cocoons better compared to other models. The best performance was obtained by this model with an average precision (AP) of 0.89. In the other stage of the study, the cocoons detected by the software were separated from the compost using a specially designed conveyor belt system. In this process, the detected cocoons are separated from the compost using 10 pneumatic valves that spray air at the separation point. The study is the first of its kind that enables earthworm cocoons to be returned to production with the use of a real-time intelligent system. It also contributes to the literature on small object detection using deep learning." @default.
- W4293147410 created "2022-08-27" @default.
- W4293147410 creator A5057292258 @default.
- W4293147410 creator A5070052017 @default.
- W4293147410 date "2022-07-01" @default.
- W4293147410 modified "2023-10-17" @default.
- W4293147410 title "A deep learning based system for real-time detection and sorting of earthworm cocoons" @default.
- W4293147410 doi "https://doi.org/10.55730/1300-0632.3917" @default.
- W4293147410 hasPublicationYear "2022" @default.
- W4293147410 type Work @default.
- W4293147410 citedByCount "0" @default.
- W4293147410 crossrefType "journal-article" @default.
- W4293147410 hasAuthorship W4293147410A5057292258 @default.
- W4293147410 hasAuthorship W4293147410A5070052017 @default.
- W4293147410 hasBestOaLocation W42931474101 @default.
- W4293147410 hasConcept C108583219 @default.
- W4293147410 hasConcept C111696304 @default.
- W4293147410 hasConcept C11413529 @default.
- W4293147410 hasConcept C127413603 @default.
- W4293147410 hasConcept C142796444 @default.
- W4293147410 hasConcept C154945302 @default.
- W4293147410 hasConcept C18903297 @default.
- W4293147410 hasConcept C2776332788 @default.
- W4293147410 hasConcept C2780260515 @default.
- W4293147410 hasConcept C2780739461 @default.
- W4293147410 hasConcept C39432304 @default.
- W4293147410 hasConcept C41008148 @default.
- W4293147410 hasConcept C6557445 @default.
- W4293147410 hasConcept C86803240 @default.
- W4293147410 hasConcept C88463610 @default.
- W4293147410 hasConceptScore W4293147410C108583219 @default.
- W4293147410 hasConceptScore W4293147410C111696304 @default.
- W4293147410 hasConceptScore W4293147410C11413529 @default.
- W4293147410 hasConceptScore W4293147410C127413603 @default.
- W4293147410 hasConceptScore W4293147410C142796444 @default.
- W4293147410 hasConceptScore W4293147410C154945302 @default.
- W4293147410 hasConceptScore W4293147410C18903297 @default.
- W4293147410 hasConceptScore W4293147410C2776332788 @default.
- W4293147410 hasConceptScore W4293147410C2780260515 @default.
- W4293147410 hasConceptScore W4293147410C2780739461 @default.
- W4293147410 hasConceptScore W4293147410C39432304 @default.
- W4293147410 hasConceptScore W4293147410C41008148 @default.
- W4293147410 hasConceptScore W4293147410C6557445 @default.
- W4293147410 hasConceptScore W4293147410C86803240 @default.
- W4293147410 hasConceptScore W4293147410C88463610 @default.
- W4293147410 hasIssue "5" @default.
- W4293147410 hasLocation W42931474101 @default.
- W4293147410 hasOpenAccess W4293147410 @default.
- W4293147410 hasPrimaryLocation W42931474101 @default.
- W4293147410 hasRelatedWork W1974046739 @default.
- W4293147410 hasRelatedWork W1999137443 @default.
- W4293147410 hasRelatedWork W2046032271 @default.
- W4293147410 hasRelatedWork W2186112843 @default.
- W4293147410 hasRelatedWork W239012318 @default.
- W4293147410 hasRelatedWork W2890267765 @default.
- W4293147410 hasRelatedWork W2923720324 @default.
- W4293147410 hasRelatedWork W3211126427 @default.
- W4293147410 hasRelatedWork W3211341694 @default.
- W4293147410 hasRelatedWork W601670060 @default.
- W4293147410 hasVolume "30" @default.
- W4293147410 isParatext "false" @default.
- W4293147410 isRetracted "false" @default.
- W4293147410 workType "article" @default.