<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH"^^ . "Kulon Progo faces several challenges related to its land management.\r\nThere have been significant changes in land use over time, including\r\nincreased development in previously open areas or even on land that was\r\npreviously considered neglected. These changes put pressure on land\r\navailability and create a need for more detailed and effective land\r\nmanagement. In this context, land classification in Kulon Progo is important\r\nbecause it provides a deeper understanding of land changes and helps in\r\nplanning more efficient and sustainable land use.\r\nIn this study, the Convolutional Neural Network method was used to\r\nclassify land in Kulon Progo, which consists of open empty land, open nonempty\r\nland, and closed land. The dataset was created using images taken\r\nfrom Google Earth, totaling 5480 images cropped to a size of 50 x 50 pixels.\r\nBefore the model was trained, the dataset was processed through\r\npreprocessing stages including cropping, using RGB images, and then\r\naugmentation. The algorithm was then trained with 500 epochs, learning rates\r\nof 0.001, 0.0001, and 0.00001, and Adam and RMSprop optimizers.\r\nFrom the experimentation that has been done with certain\r\nparameters, the highest training accuracy obtained was 0.9807, produced with\r\nparameters: learning rate 0.0001, epoch 500, and optimizer Adam.\r\nMeanwhile, the highest validation accuracy obtained was 0.8608, produced\r\nwith parameters: learning rate 0.0001, epoch 500, and optimizer RMSprop."^^ . "2023-12-14" . . . . "UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . "FAKULTAS SAINS DAN TEKNOLOGI, UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . . . . . . . "NIM.: 18106050044"^^ . "Zaini Miftah Prasetyahadi"^^ . "NIM.: 18106050044 Zaini Miftah Prasetyahadi"^^ . . . . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Text)"^^ . . . . . "18106050044_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf"^^ . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Text)"^^ . . . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "preview.jpg"^^ . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "medium.jpg"^^ . . . "PENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #63098 \n\nPENERAPAN ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM MENGIDENTIFIKASI LAHAN KOSONG KABUPATEN KULON PROGO BERBASIS CITRA GOOGLE EARTH\n\n" . "text/html" . . . "Tehnik Informatika"@en . .