The promise and perils of a participatory approach to developing an open source community learning network

Author(s):  
Robert Luke ◽  
Andrew Clement ◽  
Randall Terada ◽  
Dominic Bortolussi ◽  
Cameron Booth ◽  
...  
Author(s):  
Julindiani Iskandar ◽  
Dedes Nur Gandarum

Planning for Ananda's Early Childhood Education (PAUD) learning room, located in a densely populated and densely populated residential district of Tambora District, West Jakarta, was carried out due to lack of knowledge and funds to build and carry out maintenance. Therefore, additional knowledge, assistance and a pilot of healthy learning environment facilities are needed. Counseling, assistance and demonstration conducted are bottom up through a participatory planning approach. This is done so that the planning, design, and maintenance of environmental facilities are in accordance with the needs and abilities of the community, can be accepted by the community, as well as a medium for community learning or transfer of knowledge related to the planning, design and maintenance of environmental facilities, especially PAUD facilities. In addition, with this participatory approach it is hoped that a strong sense of ownership will emerge as a basis for self-supporting and sustainable maintenance and development of public facilities.Perencanaan ruang belajar Pendidikan Anak Usia Dini (PAUD) Ananda yang terletak di pemukiman padat penduduk dan padat bangunan Kecamatan Tambora, Jakarta Barat dilakukan karena kurangnya pengetahuan dan biaya untuk membangun dan melakukan perawatan. Oleh sebab itu diperlukan pengetahuan tambahan, pendampingan serta percontohan tentang fasilitas lingkungan belajar yang sehat. Penyuluhan, pendampingan serta percontohan yang dilakukan bersifat bottom up melalui pendekatan partisipatory planning. Hal ini dilakukan agar perencanaan, perancangan, dan perawatan fasilitas lingkungan tersebut sesuai dengan kebutuhan dan kemampuan masyarakat, dapat diterima oleh masyarakat, serta menjadi media pembelajaran masyarakat atau transfer of knowledge terkait perencanaan, perancangan, dan perawatan fasilitas lingkungan, khususnya fasilitas PAUD. Selain itu dengan pendekatan partisipatif ini diharapkan timbul rasa kepemilikan yang kuat (sense of belonging) yang akan menjadi modal dasar bagi pemeliharaan dan pengembangan fasilitas publik secara swadaya dan berkelanjutan.


2020 ◽  
Author(s):  
Ilya Belevich ◽  
Eija Jokitalo

AbstractDeep learning approaches are highly sought after solutions for coping with large amounts of collected datasets and are expected to become an essential part of imaging workflows. However, in most cases, deep learning is still considered as a complex task that only image analysis experts can master. DeepMIB addresses this problem and provides the community with a user-friendly and open-source tool to train convolutional neural networks and apply them to segment 2D and 3D light and electron microscopy datasets.


2021 ◽  
Vol 17 (3) ◽  
pp. e1008374
Author(s):  
Ilya Belevich ◽  
Eija Jokitalo

We present DeepMIB, a new software package that is capable of training convolutional neural networks for segmentation of multidimensional microscopy datasets on any workstation. We demonstrate its successful application for segmentation of 2D and 3D electron and multicolor light microscopy datasets with isotropic and anisotropic voxels. We distribute DeepMIB as both an open-source multi-platform Matlab code and as compiled standalone application for Windows, MacOS and Linux. It comes in a single package that is simple to install and use as it does not require knowledge of programming. DeepMIB is suitable for everyone interested of bringing a power of deep learning into own image segmentation workflows.


Author(s):  
Fadi P. Deek ◽  
James A. M. McHugh
Keyword(s):  

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